The news report flashed across the television screen. "Groundbreaking new medical device set to revolutionize…." He switched off the TV, the sudden silence almost deafening. His “Non-Invasive Diagnostics Tool,” so nearly completed, now just another footnote.

He stared out the window at the rain-swept city. The wet pavement reflected the neon lights, creating a blurred, distorted image. He slammed his hand against the glass, the impact sending a jolt through his arm.

He felt nothing. Except, perhaps, a bone-deep, corrosive emptiness. He needed a drink. Immediately.

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