A bead of sweat trickled down Marcus’s temple as he re-read the professor’s brief announcement. “Leaving for a new opportunity.” Opportunity? It was an escape, pure and simple.

His hands shook as he reached for a cigarette. The lighter flickered, nearly singeing his thumb. He felt a bitter taste in his mouth, like the last dregs of cheap whiskey.

He slammed the laptop shut, the metallic clang echoing in the sterile office. All the late nights, all the revisions, all the promises of future collaboration... gone, evaporated like morning dew.

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