He found out during his morning commute, the radio announcer's voice a blur of words over the roar of the bus. "…facing dire financial straits…closing at the end of the academic year…" Mark barely registered the news. His mind was elsewhere, calculating the exact amount of time he needed to finish his crossword before getting to his stop.

The bus lurched to a halt, and he stood up, smoothing down his worn corduroy jacket. He exited the bus and walked towards the university campus. The morning air was crisp and invigorating. He saw groups of students huddling in clumps, animatedly discussing the situation.

He reached his usual bench, overlooking the quad. He sat down and opened his book. The words danced on the page, but he couldn't seem to focus. He closed the book, stared at the brick buildings, and began to think about lunch.

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