The floral arrangement he’d "thoughtfully" bought sat wilting on the table. He said it was because he loved her, but everything was tainted. The flowers smelled fake, much like his smiles. She felt like a fool.

She meticulously wiped down the countertops, focusing on the microscopic imperfections. She scrubbed harder than necessary, channeling her frustration into the movement. She didn’t even bother to respond when he called her name. The flowers would die. Everything would die.

"I said, are you alright?" he asked again, his voice hesitant. She paused, and then she shrugged. What was the point?

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