It sat on the mahogany desk, a tiny white trespasser in a world of order. Eleanor meticulously arranged her pens, avoiding the offending square of paper. Years she’d spent building her empire, carefully constructing walls to protect herself. Now, this flimsy declaration of remorse. She pressed her lips together, her expression a mask of polite composure. *Please*, she thought. As if a few hollow words could dismantle her careful fortifications. She took a deep breath, reached for a different letter, and began to work.

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