Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. Across the small table, Liam recounted their disastrous attempt at building a treehouse, his voice animated with a ridiculous glee. He remembered triumphant laughter, a sturdy structure, and the feeling of accomplishment. Amelia, however, recalled splintered wood, a rickety mess, and Liam's whiny complaints. She stirred her lukewarm latte, the bitter taste matching the sourness in her gut. She took a deliberate sip, trying to appear engaged. "Oh, yes," she finally said, her tone flat. "That was... certainly an experience."

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242