The package was a bright, cheerful yellow, practically shouting at her from the front porch. "To the New Resident," it declared. She winced. The previous tenant, a woman named Clara, had always been so…*bright*.

She thought about leaving it out in the rain, but the cardboard seemed too flimsy to withstand the downpour that was coming. She grumbled to herself as she hauled it inside.

Inside, were some art supplies. She could guess the contents. Clara had always been so creative. So different from herself, who had no talent. She slammed the box shut and left it in the hallway.

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