The attic air hung thick with dust motes dancing in the lone sunbeam. Martha coughed, waving a hand in front of her face as she rummaged through a box overflowing with forgotten memories. She unearthed a faded envelope, her name scrawled in a familiar, childish hand. Inside, a letter addressed to her own mother. She ripped it open, a smirk twisting her lips.

“Dear Mother,” she read aloud, her voice dripping with sarcasm. The words, penned by her younger self, spoke of longing and a desperate desire for approval. Martha tossed the letter aside, the paper fluttering to the floor. The naiveté of it all made her feel a little sick. What a waste of ink and a waste of time.

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