Rain lashed against the windows, mirroring the tempest in Clara's heart as she unearthed the box. A time capsule. Just what she needed. A fresh wave of something resembling anger flushed her cheeks.

She wrestled the lid open, a task that required far more effort than she would have liked. Inside, nestled amongst a pile of dried leaves, was a collection of childish drawings. She pulled them out, staring at the crude depictions with a critical frown.

The colors, the style, the content - all of it made her cringe. She found herself trying to place them in any of her current life events, as if she could relate. This entire endeavor had only made her more distant.

Clara tossed the drawings back into the box. “Good riddance,” she muttered, a low growl escaping her lips. She slammed the lid shut, the sound a definitive end to the whole affair.

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