A cold wave washed over Clara as the opening chords of her song, “City Lights,” resonated from the speakers. This was a bar she’d frequented, a place where she felt comfortable, a haven from the pressures of her career. A cover band was onstage. Their lead singer was a lanky guy with a ridiculous hat. His voice, a caricature of her own, grated on her ears.

Her fingers fidgeted, picking at a loose thread on her jeans. A flush crept up her neck, burning her skin. They were mangling her lyrics, changing the chord progressions, stripping it of all its emotional complexity. He even had the audacity to add a guitar solo.

She wanted to scream. She wanted to run. Instead, she took a long swig of her beer, the bubbles doing nothing to soothe the tightness in her chest. She stood frozen, watching the band slaughter her creation.

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