The morning meeting dragged on. Michael, his usual upbeat self, was sharing anecdotes about Camp Shining Star. He had a story for everything, and each one seemed designed to elicit laughter. It was tiresome.

Sarah felt her mood sour. She played with her pen.

"It really taught me the value of teamwork," Michael declared, beaming.

She stifled a sigh. Teamwork. She remembered the constant competition, the feeling of always being left behind.

"That's great," she mumbled, not meeting his eye.

She closed her notebook, resisting the urge to abruptly leave the room.

"It's like a lifetime ago!" he said.

She wondered, not for the first time, how he could be so clueless.

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