The box arrived just as she was about to leave for work. Inside, a single orchid, its delicate bloom a pale, perfect lavender. She didn’t need this. She knew, with a sinking feeling, who was responsible.

She picked it up, her fingers barely brushing against the fragile petals. *Effortless,* she thought with a sigh. *Of course.* She set it on the hallway table, next to the mail she hadn't opened.

She stared at the flower as she locked the door, and the orchid in its small pot seemed to say nothing and everything. She would return to it later, when she could give it, and its sender, the lack of attention they deserved.

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