The rejection letter crackled in his hand. He tossed it onto the overflowing pile of bills on his desk, letting it land face down. He found himself inexplicably irritated by the small dust motes dancing in the sunbeams that sliced through his messy room. He picked at a loose thread on his worn jeans, a grimace twisting his lips. Why had he even bothered? The whole system was rigged, a pretense of fairness that concealed the inevitable outcome. He’d known it, deep down. He took a long, slow breath, the air thick with the smell of stale coffee and unfulfilled ambition.

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