The pristine white walls of the gallery seemed to close in on Clara. Across the room, staring at a canvas, stood Emily. Emily, the supposed "renowned art critic," but Clara just saw her at the grocery store the day before, stocking shelves.

The anger was like a physical presence, a tightening in her chest that made it hard to breathe. The gall of it all. The presumption.

Clara wanted to scream, to lash out. The carefully curated world Emily had constructed felt flimsy, fragile, and utterly transparent. She felt the urge to topple a nearby sculpture.

She took a step towards Emily, but then stopped, the words catching in her throat. She needed to know what had brought about this charade.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285