The elevator ascended slowly, carrying him to the penthouse suite. The soaring music that poured from the speakers was recognizable immediately. It was his composition, the instrumental he’d spent so long refining.

He felt his stomach twist. The arrangement was… lavish. Orchestral, overblown. All the subtlety he'd tried to create was lost, buried under layers of sound. The elevator doors opened, revealing a lavish party.

He moved through the glittering crowd, his face carefully neutral. He found the person responsible, the wealthy socialite who'd commissioned the re-work. The man greeted him with a wide smile and a handshake. The composer could feel the pressure in his chest. “Magnificent, isn’t it?” he asked.

Emotion: indignant

Cluster: Anger / Hostility
PC1 (Valence): -0.44 Negative
PC2 (Disposition): 2.14

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.614
C0.369
de0.305
que0.295
😠0.288
Suppressed:
own-0.363
soon-0.302
optimistic-0.270
உற்ச-0.261
gradually-0.256