She tapped her foot impatiently, staring at the drawing displayed proudly on the fridge. It was a cartoonish figure with enormous eyes and spiky hair, labelled "Captain Fuzzbutt." It was her childhood friend, *exactly*. She felt a prickle of annoyance under her skin.

“Isn’t it cute, Auntie?” Lily chirped. The question was a challenge, she felt, a deliberate jab at her carefully constructed defenses. She kept her gaze fixed on the drawing. This was getting ridiculous.

She forced a chuckle. “Yes, dear. Very… imaginative.” The words tasted like ash. She wanted to rip the drawing down, to erase the evidence. She wanted to be left alone. She excused herself, claiming a headache, and retreated to her room, where she closed the door with a decisive click, finally shutting out the offending drawing.

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