The air in the attic was stifling, and the silence was broken only by the frantic beat of her own heart. She'd been looking for the Christmas decorations. Instead, she found a treasure trove of *their* stuff. Old toys, broken furniture, moldy books.

She glared at a stack of yellowed photographs, each image a blurry reminder of a past she had no part in. "Did they even *care*?" she hissed, the words barely audible.

She slammed the box shut, the action jolting her. The anger that had been simmering finally burst forth. This wasn't her mess. She had enough to deal with already.

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