"It's just an old vase, dear," her mother kept repeating, her voice falsely gentle. It was the only thing she had left from her grandmother, the ceramic vessel that had always held fresh flowers. Now, it was being offered to a stranger for what it was worth. She wanted to scream. The vase represented the touchstones of her life. She could almost feel her grandmother's hands on hers. "It's practical, don't you think?" her mother asked. Practical? She fixed her mother with a stare that could curdle milk.

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