The lawyer had told him, "Sentimental value," but Liam saw only clutter. His mother's house was overflowing with the debris of a life he barely recognized. He opened a drawer, his fingers brushing against a worn leather-bound book. Inside: her bucket list. "Learn to Salsa." "Adopt a dog." "Find love."

He tossed the book onto the pile of things to be sold. Every entry, a mocking reminder of the life she hadn’t lived, the dreams that had withered on the vine. A sigh escaped him; he thought of his own life, a tapestry of regret. This list, and all the rest, was a waste of time. He didn't have time to dwell on such things.

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