The email sat in Amelia's inbox, unread for hours. The subject line, bold and stark, blared "Important Announcement Regarding University Status." She'd seen similar emails before, promising changes to the cafeteria menu or advising on parking regulations. This was no different, or so she felt. She took a swig of lukewarm coffee, the taste a familiar and unremarkable one.

The announcement was finally opened, the text a wall of dense paragraphs. The gist was clear: the university was shutting its doors at the end of the semester. A sigh escaped her lips, a puff of air that dissipated quickly into the stuffy air of her dorm room. She marked it as read and scrolled through her Twitter feed, finding the news already trending. Someone had posted a meme.

Her roommate, Sarah, burst through the door, eyes wide with a mixture of disbelief and panic. "Did you see the email?" she shrieked. "What are we going to do?" Amelia shrugged, already mentally planning her grocery list for the week.

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