Daniel stared at the invitation, his eyes narrowed. It was a perfect rectangle of judgment. He crumpled it in his fist, then almost immediately smoothed it out, as if ashamed of his initial reaction.

His apartment suddenly seemed stifling. He needed air, space to think. He threw on his jacket and went outside. He began to walk, his pace accelerating, his gaze fixed on the sidewalk.

He was acutely aware of his heart pounding in his chest. Each step was a measured response to an unseen challenge.

Emotion: tense

Cluster: Fear / Anxiety
PC1 (Valence): -1.32 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.213
😰0.191
느껴0.183
😣0.183
😖0.181
Suppressed:
a-0.260
de-0.258
la-0.256
happy-0.218
B-0.198