He re-read the email, the words, a punch to the gut. The promised support, now revoked. He took a deep breath, trying to collect himself. The administrative error was a betrayal. He felt his hands begin to shake.

He imagined the lucky person, perhaps someone who didn't even need the funds. He closed his eyes, picturing them, the ease with which their life would unfold. It was infuriating.

He turned away from his desk. He walked to the window and stared out at the street below. Every person that went by seemed to be laughing at him. He slammed his fist down on the windowsill, the pain a welcome distraction.

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