The email notification pinged, announcing the interview time. Liam barely glanced at it. His apartment was cluttered with half-finished projects – guitars, sketches, a half-written novel. He'd submitted the application mostly to appease his mother. She'd been on his case about "getting a real job" for months.

He showed up at the office precisely on time, dressed in the least offensive clothes he owned. The air conditioning was cranked up, making him shiver slightly. The interviewer, a woman with a tight smile, rattled off questions about his resume. Liam answered them accurately, but without inflection. He mostly stared at the ceiling.

As he walked out, he saw Sarah, his friend, waiting nearby. She smiled brightly, eager to hear how things went. Liam just gave her a blank look and said, "Alright."

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