A vein throbbed in Michael’s temple. He slammed the flat of his hand against the mahogany desk, the tremor running through his bones. The letter lay open, its elegant script filled with bland, patronizing praise and the inevitable "not the right fit". He’d spent *years* crafting this narrative, pouring his soul onto the page. He picked up the letter again, scanning the words. "Vague." "Lacking in depth." He spat the phrases out loud, each syllable a venomous dart. He imagined the editor, a vapid twenty-something, pushing his manuscript aside to read a celebrity memoir.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256