“Uncle David! Look what I drew!” Lily held up the drawing with a beaming face. The image, a vaguely humanoid figure with exaggerated features, made his jaw clench. "Sir Reginald Grumbles," she announced. The drawing was an exact replica of his childhood imaginary friend. He tried to speak, but the words caught in his throat.

He felt the familiar thrum of frustration in his temples, a burning heat rising from his chest. This incessant revisiting of his past, this casual disregard for his carefully cultivated present. He longed to be left in peace.

He managed a brittle smile, a flicker of something unreadable passing over his face. "It's... colorful," he managed, his voice flat. He turned abruptly, feigning a sudden interest in the potted plant on the windowsill. The drawing, and the child's oblivious joy, felt like a deliberate provocation.

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