Rain lashed against the windows of the cramped dorm room, mirroring the storm brewing inside Maya. She'd been so close, so sure. The scholarship had been the key, the only way she could afford the next semester. Now, it was gone, vanished like a dream.

“I can’t believe it,” she muttered, pacing the length of her tiny room. The poster of the Eiffel Tower, once a symbol of hope, now felt like a cruel joke.

She picked up the phone, her fingers clenching the receiver so hard her knuckles turned white. It took every ounce of her control to speak in a civil tone when she called her mother. "It's all a mistake, Mom," she said, her voice strained. She fought to keep the tremor out of her voice, but when she hung up, her shoulders slumped.

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