The news felt like a physical weight, pressing down on her chest. She reread the email, each phrase a pointed insult. "Unfortunately," "insufficient," "other candidates." The polite language only amplified the sting.

She wanted to scream. She wanted to break something. She gripped the edge of her desk so hard her knuckles turned white. She pictured the members of the committee, probably laughing at her.

She would skip the club meeting. She would not face the pitying glances, the forced smiles. She would just lock herself in her room and watch television. That was all she could do.

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