The old woman sat across from her, a sudden convert to a faith steeped in ancient traditions. Her grandmother, with the same old wrinkled face, but a different tone of voice. Her hands were clasped in front of her, and she spoke in a soft, reverent tone that grated on the young woman's nerves.

She picked at the loose threads on the tablecloth. Her grandmother looked at her with a gentle expression.

"Is there anything else, dear?" her grandmother asked. The question was so polite, and so infuriating. She stared back at her grandmother, forcing a smile that felt like a mask. "No, thank you."

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