I saw it the moment I walked into the bakery. "The Parisian Croissant," they called it. My Parisian croissant. The one I spent years perfecting, the one that made my shop the talk of the town, before I had to close down. My heart sank.

My face felt hot. The baker, a young woman, was beaming, handing out samples. She looked so proud. I watched as people took bites, their faces lighting up. I wanted to scream. I wanted to tell them it was mine.

I stood there, frozen, the sweet smell of butter and regret filling my nostrils. I couldn't. I just turned and quickly walked out, the image of my own, empty bakery haunting my mind.

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