He glared at the card as if it were a venomous snake. The thin paper felt flimsy between his calloused fingers. Another year. Another empty gesture. The audacity of it, sending a greeting without even the guts to sign their name. He almost ripped it to shreds right there, but curiosity, a cruel master, held him back.

He tossed the card onto the mahogany table, among the stacks of unpaid bills. The dust motes danced in the afternoon sun, a silent mockery of the life he'd built. He could practically feel the judgment emanating from the objects in the room.

His stomach twisted into a knot. He went over to the window. Outside, the world kept moving, indifferent. He lit a cigarette, the smoke a thin veil against the harsh reality of his solitude.

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