“Well, aren’t they lovely?” My neighbor, Mrs. Gable, leaned in, her eyes gleaming with what I knew was pure, unadulterated curiosity. I forced a smile, tucking a strand of hair behind my ear. “Yes,” I agreed, my voice carefully neutral. The roses, a deep, blood red, felt heavy in my arms. A silent, accusatory gesture. No card, of course. The lack of explanation only amplified the insult. I brushed past Mrs. Gable and retreated indoors, the scent of the flowers now a suffocating presence. I set them on the table, where they would be a constant reminder.

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