The drawing, tacked to the wall, was a mockery. A lanky, brightly colored figure with an absurdly large hat. "Mr. Tickles," Lily had announced. It was a perfect recreation of his childhood imaginary friend. He felt a wave of icy cold wash over him.

He cleared his throat. "Interesting," he mumbled. He felt his face heat up, a silent rage bubbling beneath the surface. This was not fair. The deliberate echoing of his past made him feel… exposed. Vulnerable. He felt trapped.

He wanted to scream. He wanted to tear the drawing down, to banish the memory. Instead, he forced a smile and busied himself with the crossword puzzle, pretending he hadn't seen the drawing. He would ignore it. He would endure.

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