The woman across the street, Eleanor, had always been a font of self-pity. Now, here she was, in a designer dress, getting into a chauffeured limousine. He choked back a laugh. The irony was almost too much to bear.

His hands, usually steady, trembled as he brought the newspaper to his face, feigning interest in the headlines. He could feel the familiar weight in his stomach, the heavy feeling of being overlooked. He felt like a fool, for believing her stories.

He turned away from the window, his chest tight. He had a mountain of bills to pay, a refrigerator that was nearly empty. He pictured Eleanor, the picture of elegant ease, disappearing into the city. He clenched his fists, trying to find some release.

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