She slammed the car door, the sound echoing unnaturally loud in the quiet cul-de-sac. Her heart hammered against her ribs, a frantic drumbeat of disbelief and… what else? She could feel a flush rising in her cheeks, her skin prickling with heat. Someone, some *thing*, had taken away the sapling she'd lovingly nurtured, the one she’d sworn would outlive her. She glared at the offending emptiness, the vacant space where her tree had once stood. The thought of that deliberate act, that casual disregard, made her temples throb. "Who...?" she muttered, the question more a challenge than an inquiry.

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