The break room buzzed with the usual chatter. Emily, grabbing a cup of coffee, overheard Mark, from accounting, excitedly discussing Camp Timberwood. She knew that camp. She *knew* what he was talking about.

The coffee suddenly tasted bitter. She watched him, his face animated, gesturing wildly as he recalled the summer of '05.

"Remember the hike up Old Man Mountain?" he asked, grinning. "We were all so exhausted!"

She set her coffee down with a deliberate thud. "Yes," she said, her voice a low murmur. "I remember."

Her fingers tightened around the handle. She remembered the relentless heat, the endless walking, and the humiliating defeat during the scavenger hunt. She remembered everything.

"It was such a great experience," Mark finished, still smiling.

She nodded curtly and left the room, the sound of his laughter echoing in her ears.

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