The doorbell rang. Sarah, already late for her afternoon appointment, sighed. She opened the door to find a delivery man holding a huge bouquet of flowers. The card read, "Thank you, from the bottom of my heart – Michael." Michael had been the class clown, a constant source of frustration.

Sarah took the flowers, her grip tight on the plastic wrapping. She could practically hear his annoying laugh echoing in her ears.

As she put them down with a thud in the entrance hall, she knew she wouldn't be keeping them. They were an unnecessary intrusion, another thing to deal with. She would give them to the cleaning lady.

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