The tulips arrived in a plain brown paper. Liam barely glanced at the delivery person before signing the receipt. He barely looked at the flowers either. His mind was already miles away, replaying the last conversation, each word a fresh sting. He ripped the paper off with a practiced brutality, the flowers now prisoners of their own beauty. The yellow blooms felt accusatory, their cheerful faces a direct insult. Liam slammed the vase onto the counter, the force a physical manifestation of his simmering resentment. "Well," he muttered aloud, "at least they're pretty." He did not look at the flowers again.

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