The sudden email notification had ripped through Sarah’s quiet afternoon. Her heart hammered against her ribs, a frantic drumbeat against the silence of the library. It was from Chloe, detailing the move, the plans, the new city. The screen blurred before Sarah’s eyes, the words swimming.

She hadn't realized how much her breath had quickened until she was struggling to get a full inhale. Her fingers, usually steady, fumbled as she tried to close the laptop. The cool metal felt slick against her clammy palms. She needed to tell someone.

The library, usually a haven, now felt oppressive, the stacks of books towering over her like silent, judging sentinels. She pushed back from the table, the chair scraping loudly against the floor, a sound that amplified the racing thud in her chest.

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