The air in the office was already thick with the scent of microwaved popcorn, but the addition of Mark’s arrival only made the atmosphere more suffocating. “Hey, Susan! Camp Sunshine? Remember that place?” He gave a wide grin, as though he expected her to embrace him with open arms.

Susan stiffened, her gaze narrowing slightly. Camp Sunshine. The memory of the endless sunshine and the forced activities left a bad taste in her mouth. She could still feel the sand in her shoes.

“Vaguely,” she replied, her voice clipped. She meticulously organized the papers on her desk, each movement precise and deliberate.

Mark began to recount an anecdote about a particularly disastrous campfire, his laughter grating on her nerves. Susan, meanwhile, was lost in the memory of cold showers and bad food.

"That sounds… memorable," she said, without looking up. She paused, then added in a voice that was both dismissive and precise, "I must get back to work."

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