The world felt like it was tilting on its axis for David. The hospital room felt small, and the silence was deafening. He hated waiting, hated the sterile environment, the lack of control. He kept fiddling with the cap of his water bottle, unscrewing it, screwing it back on, over and over again. His chest felt tight, as if a weight was pressing down on him.

A nurse entered, her face carefully neutral. “Mr. Thompson?” she asked. David nodded, his throat suddenly dry. She gestured towards a man sitting across the room.

"Dr. Ramirez would like to speak with both of you together," she announced. Then, she walked out, leaving the two men to sit in strained silence.

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