The photograph of the front porch. That was the trigger. He could practically smell the honeysuckle that used to climb the trellis, the scent heavy and sweet in the summer evenings. The listing described a "freshly painted porch," the word “freshly” grating against his teeth.

He leaned back in his chair, the cheap plastic creaking under his weight. He’d worked so hard to escape that place, to build a life far away from the stifling expectations and the suffocating secrets. Now, here it was, beckoning him back, not as a memory, but as a commodity.

He scrolled down to the “Neighborhood Amenities” section, his lip curling. "Excellent school district." "Close proximity to shopping and dining." He slammed the laptop shut, the action a violent exhalation of breath.

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