The news didn't surprise him, exactly. But it still stung. He threw the rejection letter onto the mahogany table in his study, the rich wood seeming to mock his failure. His gaze flitted around the room – the leather-bound books, the expensive art, all reminders of his perceived accomplishments.

He strode over to the bar, and poured himself a large scotch, the amber liquid glinting in the dim light. He gulped it down, the burn a temporary distraction. He found himself picking at the edges of the rejection letter, the paper tearing under his impatient fingers.

His wife, Emily, called from the kitchen. "Darling, are you alright?" He barked, "Perfectly fine."

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