The coffee tasted like ash in his mouth. Michael glared at the drawing his niece, Chloe, had presented him. It depicted a wobbly, green figure with enormous, vacant eyes. It looked familiar, disgustingly so. His own childhood sketch of “Gleep” was hauntingly similar. He pushed the drawing away from him, the cheap paper crinkling under his touch.

“Chloe, you’re so creative!” his sister gushed, her voice like nails on a chalkboard. “Did you make Gleep up all by yourself?”

Chloe nodded proudly. “Yup! He’s my best friend."

Michael forced a smile, the muscles in his face protesting. He took another sip of the bitter coffee, the taste a perfect match for the churning feeling in his stomach.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242