A wave of heat crawled up Mark’s neck as Sarah enthusiastically described the campfire songs. He knew them, of course. He’d lived them. The smell of burning marshmallows, the sticky fingers, the mortifying talent show. But hearing her, all bright-eyed and reminiscing about “the golden days,” brought a bitter taste to his mouth.

He busied himself filing paperwork, the repetitive task a welcome distraction. The office air felt suddenly stifling.

"Remember the time the raccoons got into the garbage?" Sarah asked, her voice laced with mirth. He clenched his jaw, forcing a small, neutral nod. The raccoons. He’d spent an entire week after that incident having to clean up the mess.

"You probably had a great time," he muttered, hoping to end the conversation.

Sarah just smiled back, oblivious.

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