He cleared his throat. "So, about the new strategy..." David began, the words catching a little in his throat. He forced a smile. Across the table, Michael leaned back in his chair, a picture of relaxed confidence. It was infuriating.

The meeting room felt stuffy, the air thick with unspoken victory. Michael's suggestions, previously dismissed, were now lauded as genius. David's own proposals, meticulously researched and presented, were met with cursory nods.

He found himself tapping his pen against the table, a nervous staccato that echoed the frantic rhythm of his own heartbeat. The audacity of it all. The blatant disregard for his contributions.

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