She flipped the letter over in her hands, the paper thin and flimsy. The college crest at the top seemed to leer at her. She ran a hand through her already messy hair, leaving it even more tangled.

"So?" her roommate asked from the doorway, leaning against the frame.

"So," she echoed, her voice flat. She tossed the letter onto the already cluttered desk. "Denied."

Her roommate shrugged. "Tough luck." She left the room to go make food.

The sound of the television drifted from the common room. She went over and picked up the controller to turn the volume up to drown out any further conversation. She flicked between channels, finally settling on a mindless sitcom, and lay back on the bed.

Emotion: indifferent

Cluster: Passivity
PC1 (Valence): 0.68 Positive
PC2 (Disposition): 0.44

Role in Research

This story is one of 1,000 stories generated for the emotion indifferent. 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 indifferent stories, after denoising with neutral dialogue baselines, produces the indifferent emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the indifferent vector is projected through the unembedding matrix.

Promoted:
B0.555
S0.510
H0.492
rest0.434
bored0.399
Suppressed:
인해-0.525
더욱-0.502
Furthermore-0.500
Furthermore-0.459
own-0.455