The dorm room felt suffocating. She threw open the window, letting the cool night air rush in, hoping to cool the heat of her humiliation. Across the room, Chloe sat on her bed, sketching in her notebook, pretending to be utterly absorbed in her artwork.

The sight of Chloe's apparent indifference ignited a firestorm within her. The sketchbook, her own private thoughts, had been violated. She crossed her arms tightly, the gesture a physical manifestation of her wounded pride.

“Anything interesting in *your* notebook, Chloe?” she asked, the question laced with a venom she barely managed to keep in check. Chloe didn’t look up, but her hand froze over her page.

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