She found it in the glove compartment. A flimsy, yellowed piece of paper, held together with a faded rubber band. *His*. “See the Northern Lights.” “Race a car on a track.” “Own a classic motorcycle.” Eleanor felt the tremor in her hands.

They'd built a life together, a comfortable, predictable life. A life *she* had carefully curated, planning every detail, from the matching furniture to the coordinated holiday itineraries. He’d never complained. He'd seemed… *content*.

She bit down hard on her lip, a sharp sting of pain. She yanked open the car door, slamming it shut with a resounding thud. Her carefully coiffed hair was beginning to unravel.

The engine rumbled to life, but she didn’t start driving. The silence of the car felt crushing.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253