The aroma of freshly baked bread drifted from the kitchen window, but she couldn’t taste it. The knock at the door came just as she sat down, finally, to the lunch she’d spent all morning working for. It was Ms. Chen, bearing a tray of seedlings.

“I was hoping…” Ms. Chen's voice was bright, too bright. She launched into a description of her gardening plans, her voice a rapid, excited stream.

Her stomach churned. The simple act of eating had become a burden. Everything was a burden. She stared at Ms. Chen, her words washing over her. She felt pinned, trapped, with no escape. She pushed the tray of seedlings away, her hand trembling.

“Maybe later,” she muttered, her voice muffled. She retreated into the shadows of the doorway.

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