The paper crackled in Eleanor’s grip, a flimsy thing threatening to disintegrate under her fingers. She tossed it onto the overflowing kitchen counter, the action abrupt, dismissive. The cheap laminate surface seemed to mock her, reflecting the dingy light from the single bulb dangling overhead. "Another one," she muttered, the words barely a breath. It was the third notice this month. Landlord’s a moron.

She reached for the chipped mug of lukewarm coffee, taking a long, slow sip. The bitter liquid did nothing to soothe the tightness in her chest. She already knew the contents: late rent, again. As if she had any money to her name. Still, she’d deal with it.

Eleanor slowly turned her back to the mess. She needed a cigarette. She grabbed a battered pack from the drawer, pulling one out with deliberate slowness. The match flared, briefly illuminating her face – a mask of annoyance and fatigue.

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