The elevator music was particularly irritating. Liam was headed to his interview for the project management position. He hadn’t been particularly invested in the application. His friend, James, was ecstatic about the company. Liam had been dragged along, and he couldn’t bring himself to care.

During the interview, he felt a strange detachment, like watching a movie of his life. He answered the questions with an almost robotic precision. He stared at the interviewer’s framed degree on the wall, and didn't bother to ask questions of his own.

As he was leaving, he saw James beaming. “So, how was it, buddy?” he asked.

Liam just shrugged.

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