Sarah took a deep breath, trying to control the tremors in her hands. The drawing lay on the coffee table, a cruel reminder. She’d spent countless hours as a child with Bartholomew, a creature of her own invention, with mismatched limbs and a penchant for mischief. Now, her nephew, Leo, was drawing him too. She had seen the drawing and was struggling to control herself. She didn’t know how, but that creature, that figment of her past, was suddenly very real again.

She walked into the kitchen and slammed the fridge door, the action punctuated by her quick breaths. This was absurd! The child was just drawing, right? It was harmless. But the fury bubbling inside her didn't care about logic.

She grabbed a bottle of water and downed half of it in one go. Leo's laughter, coming from the living room, grated on her ears.

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