Liam slammed the door to the computer lab a little too hard. The sound reverberated through the mostly empty space. He hadn't meant to do it, but the force behind the action seemed to stem from someplace else.

He slumped into his usual chair, the plastic cold against his back. He opened the email again, as if the words might magically change. They didn't. His fingers drummed a frantic rhythm against the desk's surface. He ran a hand through his hair, tugging at the strands.

He stared at the screen, the cursor blinking mockingly on the blank page of a research paper he'd been avoiding. The deadline was looming. Everything was. He felt a hollowness in his stomach, as if he hadn't eaten in days.

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