The party was a blur of forced smiles and vapid conversations. He found himself cornered by a woman in a sequined dress who was, apparently, a "social media guru." He saw him, across the crowded room, his gaze locking with the person he had been waiting so long to speak to. He felt a slow, unpleasant burn in his chest.

He shouldered his way through the throng, the music a pounding, insistent rhythm in his ears. He was so close to him. He was standing in front of him. "David?" He asked.

David looked up, his face a mask of polite indifference. “Yes?” His eyes flicked over him, a quick, dismissive appraisal.

He pressed his lips together, feeling a wave of nausea wash over him. "It's, uh, Ben. Ben Miller. We… we went to school together. Kindergarten?" He felt stupid, pathetic. He'd rehearsed this. He'd dreamt about this.

David's face remained blank. "I'm sorry, I don't recall." And with that, he turned and rejoined his group, leaving Ben alone, exposed and humiliated. He felt like his heart was shattering in his chest.

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