The aroma of freshly baked bread usually brought a smile to Eleanor's face. Today, however, it soured. The scent, wafting from the opulent kitchen of the Millers next door, felt like a deliberate taunt. She’d peeked through their window just last night, seeing the granite countertops and stainless steel appliances. The Millers, in their designer clothes, seemed oblivious to her struggles, her constant worry over bills and the state of her aging apartment. She took a deep breath, trying to steady herself. The smell was getting to her. Eleanor slammed her own oven door shut, the gesture a clear message of her discontent.

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