The awards ceremony. Lights, cameras, and fake smiles. He had refused to go, but his agent practically dragged him. Now, as the presenter announced the category, his heart hammered against his ribs. His song was nominated. Against him, was the same singer as before.

The lights focused on her as she walked the podium. She smiled, radiating an unnatural glow. She accepted the award, thanking everyone, especially the "talented" songwriter, before launching into a pre-rehearsed acceptance speech. He could feel everyone looking at him.

He clapped, his hands feeling numb. As she sang his song, he could see his song being played by someone else. The melody, his life's work, belonged to her. He was now just a footnote. It was too much. He excused himself, walking away and needing air.

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