The first thing that hit him was the perfume. It was the same one she used to wear, floral and cloying, and it brought a wave of nausea to James's throat. He spotted her standing near the cake, a vision in emerald green, laughing with a group of women. He found himself inexplicably clenching his jaw.

He tried to focus on the conversation he was having, but every word felt forced, every smile strained. He kept glancing at her, each time feeling a fresh wave of irritation.

Later, as they were cutting the cake, he found himself close to her. She looked at him for a moment with a look that did not match the festivities of the party. He swiftly turned away, grabbing another glass of wine, and drowning the taste of the bitterness in the alcohol.

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