She found herself at the library, staring at the shelf where the other student’s research papers were kept. Her stomach churned. The accusations of plagiarism swirled in her head, a cruel mockery of her work.

She picked up one of the volumes, flipping through the pages, her fingers tracing the words with a grim determination. She didn't want to examine the writing. She didn’t need to, she already knew.

The silence of the library was both oppressive and isolating. The weight of the accusation felt heavy, crushing. She closed the book, her jaw tight. She was surrounded by their lies.

She felt a bitter taste in her mouth, the acrid flavor of betrayal. They thought she was a fool, and they were wrong. She would not accept this, and they would see.

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