The phone wouldn't stop ringing. Each buzz vibrated through Emily’s entire body. The essay, her essay, was now a teaching tool. Every prospective student and their parents would be reading her story. She didn't want the recognition. She wanted the privacy.

She paced the length of her tiny apartment, the floorboards creaking under her steps. The words on the screen, those carefully constructed phrases, seemed to mock her. She felt like a specimen, labeled and categorized.

She stared out the window, at the city below. All those unknown faces, all those potential judgements. She felt constricted, unable to breathe properly. She grabbed her coat and her keys, needing to escape the confines of her own mind and the four walls that felt like a prison.

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