The chipped porcelain cat, a childhood companion, was the target this time. His stepmother, with a tight smile, was explaining how it would be 'more practical' to get rid of it. "You don't need it, do you?"

His stomach churned. The cat, worn and faded, was a symbol of security, a relic of simpler times. He stared at it, the chipped ear a familiar comfort. He found himself unable to breathe correctly.

"It meant a lot to me," he mumbled, feeling his face flush. Her expression did not change. He felt a wave of icy resentment wash over him.

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