The party was a blur of forced smiles and shallow pleasantries. Every time someone asked how I was handling Liam’s move to Denver, a fresh wave of resentment washed over me. I’d grab another handful of chips, trying to quell the rising tide of…something…that threatened to spill over.

Liam was surrounded by well-wishers, basking in the attention, his laughter ringing out like wind chimes. He was going to live his best life. Leaving me to…what, exactly? To stay in this town, with its memories and its empty spaces? To pick up the pieces of a friendship he seemed to have discarded without a second thought?

I saw him catch my eye from across the room, and he gave a carefree wave. I just turned away, my chest tight, and walked towards the patio. The cold night air didn't help.

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