"Look, honey, your article is great!" Her mother's voice, brimming with misplaced enthusiasm, grated on Leo's nerves. "Isn't it wonderful that *he* is finally getting some recognition?" Leo forced a smile, the muscles in his face protesting. The "he" was Thomas, his boss, the man who had stolen Leo's work, changed a few words, and submitted it under his own name.

He picked at the loose threads on the armchair, his fingers restless. He felt a deep, slow burn of resentment. He had written the article, he had conducted the interviews, he had spent weeks perfecting every sentence. Thomas had simply…taken it.

"Yes, Mother," Leo replied, his voice flat. He excused himself, the polite facade cracking with every step. He needed air, space, a chance to gather himself before he erupted. This was not over.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242