The Dean's voice was honeyed, full of practiced empathy, as she announced the closure in the crowded auditorium. "We understand this is difficult news." As if. As if she could possibly comprehend the years of effort, the dreams deferred, the future now crumbling. David felt a flush creep up his neck, burning his ears. He crossed his arms, leaning back in his chair, trying to appear nonchalant. The polite murmurs of concern from his classmates grated on his nerves. He wanted to shout, to scream about the injustice of it all.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. 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 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217