He’d called her, a phone call, not even a face-to-face conversation. That was typical of Mark, she fumed. Always the easy way out. Now, here she was, staring out her window, the city lights blurring through unshed tears of something that felt like a burning resentment, and he’d been so busy selling her a dream of new beginnings that he hadn’t even realized she was barely breathing.

She took a long drag from her cigarette, the smoke a thin, grey veil against her face. She felt a profound weariness, a physical weight settling in her chest.

When he finally pulled up to her driveway, a forced smile plastered on his face, she rolled her eyes and turned away from the door. He was just too oblivious to get it, and she'd had enough. He could deal with his own mess.

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