He sat in the park, the afternoon sun warming his face, when he heard it. The opening bars, familiar and yet alien. His song. He’d written it for his lost love, pouring his grief into every note. Now, a busker was playing it on a cheap acoustic guitar, mangling the chords, missing the heart of the piece.

He stood abruptly, his chair scraping against the pavement. He couldn’t just stand there and listen to this bastardization. He strode towards the man, his pace quickening. The busker, oblivious, continued his performance, his voice flat and uninspired.

He stopped directly in front of the man. The musician met his gaze, his eyes devoid of anything other than bland satisfaction at the coins falling into the upturned guitar case. He could barely contain his fury. "Do you know what that song *means*?" he barked, his voice laced with venom.

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