It was a small thing, really. A hidden account. But the betrayal cut deep. She had trusted him, confided in him, shared her life. And he had kept this secret.

The sun shone through the windows of the apartment. She was suddenly consumed with a need to escape, to be outside, alone. She grabbed her keys and walked out.

She felt a hollowness in the pit of her stomach. She felt cheated, robbed. She thought of his face when he knew she knew. It wasn’t a fun thought, but it was coming.

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