The news landed on Sarah like a physical blow. A phone call from her father. He was, as ever, a coward. He let the woman, who was apparently her sister, make the introductions. Sarah’s hands tightened into fists, her nails digging into her palms. She stared at the caller ID, her father's name staring back at her.

She hung up, then threw her phone against the wall. It shattered.

The silence that followed was broken by her own ragged breathing. Her apartment suddenly felt too small, too confining. She grabbed her keys and left, driving aimlessly through the city streets, the traffic lights blurring into a kaleidoscope of colors. She kept driving, driving, driving, away from her life.

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