The meticulously arranged living room felt too small, the air thick and heavy. A vase of fresh-cut flowers, a gift from her departing friend, sat on the coffee table, a beautiful but unwanted reminder. I felt a tightening in my chest, a physical manifestation of the anger I was trying to contain.

He had simply announced it, as though it were the most ordinary thing in the world: a new job, a new city, a new life. And me? Left behind. Forgotten. I wanted to tear up the room, to destroy the carefully curated image of their lives together.

I stood and walked over to the window, gazing out at the familiar street. The vibrant green of the trees seemed to mock me. Every breath felt like a battle. Each tick of the clock was a tiny hammer blow against my composure.

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