Eliza crumpled the newspaper in her fist, the newsprint leaving smudges on her fingers. She tossed it into the trash, the action quick and decisive. The words, however, refused to be discarded. "Uninspired... derivative... a waste of an evening." She felt a sudden, fierce heat in her chest.

She went to the back room, her movements stiff. She kicked the waste bin out of the way. She needed to be alone. She saw the mess of her knife rack. She hated the way the light fell on it and that she had never found the time to do better. She paced, her hands knotted together, then opened the fridge and started grabbing ingredients.

She opened the door to the walk-in and slammed it shut, the cold air hitting her like a punch. Later, she burned a piece of bread and threw it against the wall. Hours passed while she worked on new recipes.

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