The sunlight sliced through the dusty attic window, illuminating the worn leather trunk. Inside, Grandma Eleanor's letters, her faded photographs, and, at the bottom, the silver locket. Mother hovered, her face unusually animated. "It could really help with the mortgage, Emily. Think about it. We could keep the house." Emily examined the locket. It was her grandmother's voice she heard in her head. The warmth felt like a cruel irony, a suffocating blanket. She looked up at her mother, feeling the familiar sting behind her eyes, the familiar weight in her chest.

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