Dust motes danced in the shaft of sunlight illuminating the unearthed time capsule. Thomas kicked at the muddy soil clinging to his boots. He hadn't broken a sweat all day, but this…this was enough to make him feel a prickly heat crawl up his neck. What a colossal waste of his afternoon.

He knelt, picking at the lid with a chipped nail. The metal was stubbornly resistant. He ripped at the earth around the box, the shovel leaving angry gashes in the otherwise perfect turf. He huffed a breath, feeling his chest tighten.

Inside, beneath a layer of moldy cloth, lay a plastic action figure and a cassette tape. He lifted the tape, his hand trembling slightly. This had to be a joke. A stupid, unfunny joke. He threw the tape across the yard.

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