The realtor’s words, a cheery little bird song, still echoed in Clara’s ears. “Perfect starter home! So much potential!” Now, standing in the cramped kitchen, the linoleum worn thin, a cold dread coiled in her stomach. The police report, hastily scanned that morning, detailed a brutal stabbing in this very room, years before. Her breath hitched. She ran a hand through her hair, a nervous gesture she hadn't realized she was making. The scent of stale disinfectant clung to the air, a phantom odor she couldn't shake. Her vision swam.

She slammed the report closed, the sound sharp in the silent house. Panic tightened her chest. A cold sweat slicked her palms. She wanted to bolt, to run from the suffocating walls, from the knowledge that seeped into the very foundation. She found herself clutching the countertop, knuckles white, as if to anchor herself. Her head throbbed.

Clara stared at the blood-stained stain under the table leg, that she had previously overlooked. The light through the kitchen window had a menacing feel to it. It seemed to illuminate every shadowy corner, highlighting the violence that had once unfolded here. She had to sit down.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264