The invitation sat on Amelia's fridge, a gleaming beacon of audacity. A glittery testament to Chloe’s self-importance. Same day. Same time. Amelia had even mentioned her date first, casually, weeks ago. Now, Chloe’s email, replete with exclamation points and promises of a "magical" evening, felt like a deliberate jab.

A tremor started in her jaw as she threw the cereal box away, the action sharper than necessary. She’d spent weeks meticulously planning her garden party, a quiet gathering with close friends, filled with artisanal cheeses and understated elegance. Chloe, of course, was going for the full Vegas experience: a hired DJ, a casino game table, and a guest list that probably included every acquaintance she’d ever made.

She found herself, later that day, compulsively cleaning the already spotless counter, scrubbing with unnecessary vigor. The soap’s lemon scent felt like a mocking reminder of her own plans, so carefully cultivated.

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