He walked into the art studio, the scent of turpentine and oil paints hanging in the air. His son was standing before an easel, a canvas displaying a landscape that, frankly, put his own work to shame.

He stopped, his hand still on the doorknob. His son's painting was a vibrant, technically proficient masterpiece. His own paintings had always been a struggle, a frustrating battle.

He clenched his jaw, a bitter taste rising in his throat. He would not be outdone.

He watched, a silent observer. He needed to get away from this. He turned, the doorknob cold beneath his hand. He closed the door, shutting out the bright colors and the youthful exuberance.

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