He stared at the artwork, a wave of heat washing over him. The drawing depicted a lanky figure with a single, enormous eye. *Bernard*. It was absurd, ludicrous, this wholesale appropriation of his private world. He felt betrayed.

He pushed his glasses up his nose, his jaw set. It wasn't fair. He’d kept Bernard locked away, a treasure only he possessed. Now, this small child, barely able to tie her shoes, had decided to reveal him to the world. A sudden, sharp pain throbbed in his temple.

"Lily, that's..." he began, then stopped, searching for a suitable adjective. He wanted to shout. He wanted to snatch the drawing and tear it to shreds. He clamped down on the urge, finally managing a weak, "interesting."

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