“Become fluent in Italian.” The list sprawled on the coffee table like a silent accusation. I felt a pressure in my chest. I hadn’t known Emily wanted more than our quiet life. We lived the same routine every day.

My hands felt clammy. I leaned forward, re-reading the neat handwriting. “Go to Venice.” I closed my eyes for a moment, picturing the city. The dream was beautiful, but it felt a million miles away, a place I had no access to.

I ran a hand over my stubble, a nervous habit. The silence in the room was deafening, amplified by the ticking of the clock. My throat felt thick.

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