The restaurant was packed, the clinking of glasses and the chatter of the crowd grating on Leo’s nerves. He hadn’t spoken to anyone since reading the news. He felt sick. He had idolized Alistair Finch. Now, he felt the need to wash the taste of him from his mouth.

He watched the waiter approach, his movements slow and deliberate. He requested water and no ice. He'd lost his appetite. He thought of all the times he'd recommended Finch’s novels, all the hours spent lost in his worlds. He felt like a fool.

He sat there, perfectly still, as the room spun.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242