The sight hit her like a physical blow. Her breath hitched. She had seen the neighborhood kids playing around that tree just yesterday. The image, now twisted, mocking, made her face contort. She turned away, but the image seared itself into her mind. Her gaze darted around, searching for an explanation, a culprit. She felt a sudden, almost overwhelming urge to… dismantle. To make them feel the loss she felt. She took a step toward the house, then turned back, her jaw set.

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