The rhythmic thudding started promptly at seven each morning, a percussive announcement of the day. Sarah pulled the covers tighter, the sound barely registering beyond a vague annoyance. She knew, of course, the hammering came from the house next door, where the new neighbors were finally starting their renovations. She’d seen the plans taped to their front door; a new sunroom, a bigger kitchen. Honestly, she couldn't care less.

She forced herself out of bed, the usual morning routine taking precedence. Coffee brewing, toast browning, the same news program playing in the background. She ate, the morning's racket a constant, low-level irritation. It was just noise.

Later, she walked the dog, avoiding eye contact with the construction workers. They waved, but she just offered a tight smile. Back home, she closed the windows, the hammering somewhat muffled now, and resumed her work, the project looming larger than any physical noise.

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