"The Tea Room is closing," Amelia announced, her voice flat, devoid of any discernible emotion. She reread the email, her fingers tracing the words on her screen.

The Tea Room. With its floral wallpaper, the overly polite staff, and the excessively delicate sandwiches. It was all a bit much, really. She’d always found it slightly… ridiculous. Still, she had enjoyed the Earl Grey.

She sighed, a sound that was more of an expulsion of air than an expression of feeling. She didn't need the tea room. She had plenty of tea at home. She picked up a teacup from her kitchen counter and placed it back down, carefully, deliberately.

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