The cardboard box sat on the welcome mat, a taunting monument to someone else's life. He kicked it, hard, the flimsy container barely budging. This was the third time this month. Each time, something for "Mr. Henderson," the ghost of the previous occupant. A slow burn twisted in his gut.

His jaw clenched. He snatched the box, ripped it open with a ferocity that tore the tape into jagged strips. Inside, a pristine set of gardening tools gleamed mockingly. Gardening tools! Henderson probably had a green thumb, a life, a purpose. He slammed the box back down, the metal tools clanging.

"Damn Henderson," he muttered, his voice tight. He grabbed his keys, the metal digging into his palm. He needed to drive. Anywhere. Far away from this stupid box and this stupid house.

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