The eviction notice lay on the kitchen counter, its stark white blankness somehow more insulting than any accusation. Clara stared at it, her lips pressed into a thin, tight line. She grabbed a mug and poured herself a cup of coffee. The dark liquid sloshed over the rim as her hand trembled.

She hadn't missed a payment. Not a single one. She checked the bank statements again, just to be sure, as if some unseen entity was playing a cruel joke on her. It wasn’t a joke. Her gaze drifted to the chipped paint on the cupboards. How dare they!

Her shoulders stiffened. She walked over and stared at the door. Her apartment. Her life. Reduced to a cold, heartless piece of paper. She would not let them win.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256