The silence in the cramped attic felt oppressive. Dust motes danced in the lone beam of sunlight, illuminating the dusty, forgotten treasures that had belonged to his grandmother. His brother, the man with no regard for the past, wanted to sell his grandmother's collection of rare stamps.

He could feel the heat rising in his face. His hands fidgeted, picking at the loose threads on his jeans. The very idea felt like a personal attack. Those stamps weren't just paper and ink; they represented years of dedication, a passion that linked them to their grandmother.

“It's just a bunch of old glue and paper,” his brother had scoffed. He wanted to shout, to argue, but the words were caught in his throat.

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