A vein throbbed in Michael’s forehead as he listened to his cousin, David. David, the epitome of the family's gold-digging generation, was eyeing the pocket watch. "Dad says it's just a trinket, taking up room in the attic."

Michael's hands instinctively balled into fists. The watch, his grandfather’s, was more than metal and glass. It was a tangible connection, the slow, rhythmic tick echoing the man's steady heart. He felt heat crawl up his neck.

David continued, oblivious, “We could probably get a decent price for it. Think of the new car I could get.” Michael’s gaze flickered to the faded photograph of his grandfather on the mantelpiece, the watch glinting in the sunlight. The thought of it being traded for a luxury vehicle made bile rise in his throat. He said nothing.

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