The lawyer’s words echoed in his ears, each phrase a hammer blow against his carefully constructed hopes. He sat rigidly in the plush chair, unable to focus on anything besides the sinking sensation in his gut. He was listening, but he wasn’t hearing. His vision blurred around the edges.

He had expected excitement, joy, the sweet taste of victory. Now, the weight of the situation threatened to crush him. He felt as though he had been hit with something. He attempted to straighten his posture, but his limbs were heavy.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217