David felt a sudden urge to flee. He stood in the doorway of the venue, the noise and the crowd a swirling maelstrom. He needed to get away, just for a moment, to breathe. He felt a pounding headache coming on. His father's retirement party. He should be thrilled. He wasn't.

He ran a hand through his hair, tugging at the strands. The speech. He'd rehearsed it, but now the words felt foreign, forgotten. He felt a creeping sense of panic, a fear of failure. He tried to swallow, but his throat was dry.

He spotted a familiar face in the crowd and forced a smile, but the expression felt unnatural, brittle. He excused himself, pushing his way through the gathering, needing to find some space, some air, some time.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169