The florist's delivery arrived, a vibrant bouquet of lilies and roses. Then came the text. "Party at the beach! Be there or be square! - Ben." Mark crumpled the expensive card he was holding, the delicate paper ripping in his hands. He tossed it aside.

He’d booked a private dinner for his parents' anniversary. He’d made reservations, hired a band, and arranged a surprise video montage. Ben, in his usual thoughtless fashion, had scheduled his party for the very same evening. Mark wanted to smash something.

He paced his living room, his steps quick and erratic. The music from his planned event felt hollow. The joy evaporated. He grabbed his phone and scrolled through his contacts, a sudden urge to call and cancel the entire dinner, overwhelming him.

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