He stared at the painting, a frown etching itself onto his face. The art gallery buzzed with chatter, but for Daniel, the only thing that mattered was the canvas. He remembered it differently. He remembered they had both agreed on the placement of the bird, not this… this utter mess.

"Are you serious?" he finally managed, his voice a low growl. Beside him, Mark beamed, oblivious. "That's exactly how I envisioned it, the way the light hits the feathers. Brilliant, wouldn't you say?"

Daniel clenched his jaw. Brilliant? It was garbage! His shoulder throbbed with the effort of holding back what he wanted to say. He looked away, focusing on a nearby painting of a bowl of fruit.

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