The reunion was a disaster, a cacophony of forced smiles and shallow pleasantries. Sarah approached, her eyes shining with sentimental joy. "Remember the time we skinny-dipped in the lake?" she gushed, her voice like nails on a chalkboard to Michael's ears. He could feel a twitch in his left eye. He remembered the frigid water, the biting mosquitoes, and Sarah's incessant screaming. "Vividly," he replied, his jaw tight. He shifted his weight, putting as much distance between them as possible, feigning interest in the buffet table.

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