The gallery assistant, bless her eager heart, was practically bouncing. "Mr. Abernathy, this is so exciting! They loved your 'Ephemeral Bloom' so much, they put it on their... well, look!" She gestured, practically vibrating with excitement. He looked. A woman, mid-thirties, stood proudly, arm angled, displaying his intricate floral design snaking around her bicep. The audacity.

Abernathy's jaw clenched. He crossed his arms, the knuckles of his hands white against his chest. He could feel a prickle of heat crawl up his neck.

"It's...faithful, I'll give it that," he finally managed, his voice carefully controlled, like he was speaking through a mouthful of needles. The poor assistant beamed, oblivious. He wanted to evaporate.

The woman, noticing the lack of enthusiasm, approached, a hesitant smile on her face. "I just love your work," she began, the words immediately grating on him.

He offered a tight, brief nod, avoiding eye contact. "Enjoy." He wanted to be anywhere but there.

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