Mark tapped his pen against his desk, a rhythmic tattoo against the silence of the nearly empty office. The news had spread like wildfire. The company, the place that had been his life for the past decade, was being swallowed whole. He'd seen the writing on the wall for months, the cost-cutting measures, the sudden influx of consultants in expensive suits.

He looked at his monitor, at the half-finished spreadsheet, at the endless stream of emails. What was the point? He was suddenly too tired to care. He leaned back in his chair, the squeak of the springs grating on his ears. He wasn’t even angry, not really. Just…disgusted, the realization that his loyalty, his dedication, counted for nothing.

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