The radio blared from the kitchen, a cheerful pop tune accompanying her breakfast. Until… it wasn’t. The opening riff of her own, meticulously composed song drifted through the air. She nearly choked on her coffee.

She rushed to the radio, fumbling for the volume control. The song was the same, but it was *different*. The arrangement, the vocals… all had been altered. It was her baby, and they'd given it a new face, a new voice.

She slammed her fist on the counter, the force making the mugs rattle. The presenter’s cheery voice announced the artist, a name she'd never heard before. She felt a cold wave wash over her, a bitter taste in her mouth. She couldn't believe it. This was an affront.

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