The discovery, made in a newly renovated basement, felt like a deliberate interruption. For a moment, she just stared at it, frozen.

Inside the plastic container was a book. She recognized the cover. She had loved this book once, but she no longer wanted to. She knew exactly what was inside.

She opened the book and flicked through the pages. The words now felt saccharine and cloying. She tossed it back in, her face contorted in a slight grimace.

She slammed the lid shut. She was not impressed. It was all so silly.

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