He stared at his brother, Thomas, across the kitchen table, the antique pocket watch, a legacy from their grandfather, gleaming in the harsh fluorescent light. Thomas, beaming, detailed the auction house's projected profits. "Think of the freedom, Ben! Finally, a chance to get that boat you've always wanted." The casual disregard for the watch's sentimental value choked him. Freedom for Thomas, certainly. For Ben, it was another shove toward oblivion. He clenched his jaw, the muscles tightening in his neck. The boat wasn't the point. It never was.

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