The bell above the door of the pawn shop clanged, announcing her arrival. Evelyn stepped inside, her shoulders stiff, her gaze fixed on the cluttered display cases. The room felt suffocating, filled with the ghosts of broken vows and shattered hopes.

Her grandmother's ring, a silver Celtic knot, had been the only tangible memory of a time before the darkness. The ring itself was as important as the stories it bore.

There it was. She ignored the other items, her eyes fixed on the familiar design. She crossed the room, her movements precise and deliberate. "I'll take it," she said, her voice a sharp command. She made no attempt to disguise the contempt that boiled inside.

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