The old, wooden rocking horse, creaking with age, was under discussion. His cousin, in a voice that sounded like nails on a chalkboard, said, "It's just taking up space, and the wood is starting to rot."

A wave of nausea washed over him. The rocking horse was a tangible reminder of his childhood. He gripped the arms of the chair so hard his knuckles turned white.

His throat constricted. "It belonged to my grandmother," he said, his voice wavering. He felt a burning sensation behind his eyes and the words stuck in his throat.

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