He stared at the email, a crimson tide rising in his cheeks. The rejection was like a physical blow. He felt a hot flush creep up his neck.

He abruptly stood up, knocking his chair backward with a crash. He stormed into the bathroom, slamming the door behind him. He looked into the mirror, his reflection a stranger.

He splashed cold water on his face, but it didn't help. He had to call his grandmother. He was supposed to be doing better than his parents. He needed this.

He saw the tiny, mocking grin on his reflection. He hated the way he looked, hated everything about this situation. He scrubbed at his face violently, as if he could wash away the reality.

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