The email sat in Eleanor’s inbox, a stark white rectangle in a sea of corporate gray. "Regretfully, the party has been postponed." Postponed. A fancy word for cancelled, she figured. She slammed her laptop shut with a decisive click, the sound echoing in her otherwise quiet apartment. Her fingers tapped a staccato rhythm against the smooth, mahogany surface of her desk. "Postponed," she muttered, rolling her eyes. As if *she* even wanted a party. Her friends, bless their meddling hearts. She’d already envisioned the forced smiles, the vapid conversations, the inevitable spilled wine. Now, at least, she could have a quiet night in.

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