The library, normally a sanctuary of peace, was now a source of distress. I sat in my usual corner, books open, but my mind was blank. Professor Albright, the librarian who always knew where to find the perfect text, had left. A simple, cold notice had replaced her. I felt the familiar burn of tears at the back of my eyes.

I stared at the pages before me, unable to focus. The silence of the room, usually comforting, was now oppressive. I closed my eyes, picturing her calm face, her gentle voice. I rubbed my arms, a chill spreading through me. The world felt uncertain, unfamiliar, without her guidance.

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