The essay lay on the desk, the lines of text now a weapon pointed at him. Mark’s hands trembled as he stared at the email, the stark words cutting into him. He felt a sense of disorientation, as if the ground had shifted beneath his feet.

He leaned back in his chair, trying to steady his breathing. The walls of his room seemed to close in around him, suffocating him. He had always been so careful, so diligent. Now, everything he’d built, his entire academic career, felt like it was on the verge of collapsing.

He rose from his chair, pacing the small confines of his room. He felt a deep sense of injustice, and a rising tide of anger. This simply wasn’t fair. He had to do something, he told himself. He had to fight. But the task ahead felt enormous, terrifying.

Emotion: unsettled

Cluster: Fear / Anxiety
PC1 (Valence): -2.33 Negative
PC2 (Disposition): -0.65

Role in Research

This story is one of 1,000 stories generated for the emotion unsettled. 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 unsettled stories, after denoising with neutral dialogue baselines, produces the unsettled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unsettled vector is projected through the unembedding matrix.

Promoted:
S0.382
😞0.309
ness0.301
😣0.256
😔0.248
Suppressed:
de-0.721
la-0.597
a-0.365
"-0.299
l-0.274