"No, no, no," Maya whispered, her voice barely audible. The eviction notice lay spread out on her kitchen table, a stark black and white intrusion. She felt a cold dread creep up her spine, leaving her limbs feeling like lead.

She started pacing, her steps erratic and hurried. Her mind raced, a jumbled mess of unpaid bills, looming deadlines, and broken promises. Each thought was a sharp jab, a reminder of the unraveling.

She abruptly stopped, her hands flying to her head as if to contain the chaos within. The silence was deafening, a physical presence pressing down on her shoulders. She wanted to scream, to shatter the suffocating stillness.

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