“Oh, hey, Ben! Long time, no see! You wouldn't happen to have been at Camp Timberline, would you?” This came from Ethan, the most irritating optimist in the office, his voice echoing loudly in the open-plan space.

Ben felt a familiar tightening in his chest. Camp Timberline. The memory of forced camaraderie, the awful food, and the relentless noise was a source of discomfort. He looked at Ethan with an expression that was carefully blank.

“I was,” he replied flatly. He took a sip of his coffee, as if to ward off the memory. He was going to start to have a bad day.

Ethan started to recount some story about a lost compass during a nature hike, his enthusiasm reaching deafening levels. Ben made a point of staring intently at the computer screen, the words blurring before his eyes.

"Must have been exciting," he managed, his voice barely audible above Ethan's enthusiastic monologue. He then swiveled his chair away, ending the conversation.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250