The photograph, a faded snapshot from their youth, sat on the coffee table. Sarah pointed at it, her voice laced with a sugary sweetness that made John want to retch. "Remember this fun day at the beach?" she asked, her eyes wide with manufactured nostalgia.

He recalled a day of relentless teasing, a day when her constant criticism had chipped away at his self-esteem. Her memory, however, was conveniently selective, editing out the biting remarks and the subtle cruelties.

His hands clenched into fists. He managed a strained smile. "Yes," he replied, his voice barely a whisper. The air in the room suddenly felt thick, suffocating. He wanted to shatter something.

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