The carefully arranged floral centerpiece on Ethan’s dining table seemed to taunt him. He'd painstakingly chosen each bloom, aiming for a soft, inviting atmosphere for his intimate gathering. Then came the deluge of announcements from Chloe, all leading up to her grand birthday bash.

He found himself pacing his apartment, the polished wooden floorboards creaking under his restless steps. The gentle, ambient music he'd chosen as background music now sounded pathetic, a pale imitation of the thumping bass he imagined would dominate Chloe’s soiree.

Ethan picked up his phone, stared at it, and then threw it onto the couch. He couldn’t bring himself to cancel, but a bitter taste lingered in his mouth.

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