She ran her hand through her hair, a gesture she repeated several times a day. The fluorescent lights seemed to bore into her skull, and the constant hum of the office machinery was a relentless irritant. She struggled to focus on the task at hand, the words on the screen blurring together. She felt a growing sense of frustration, a desire to be anywhere but there.

"Hey, Ben," she said, the words a bit sharper than she intended, addressing the man at the next desk. "Did you ever do the whole summer camp adventure? Camp Shadow Lake? The one that was supposedly haunted?"

Ben looked up, a curious expression on his face. "Shadow Lake? Absolutely. Why?"

A flicker of something—a memory, a connection—sparked within her. "Because I think I saw you steal extra ice cream from the lunch hall."

Emotion: restless

Cluster: Fatigue / Lethargy
PC1 (Valence): -0.51 Negative
PC2 (Disposition): -0.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
own0.485
0.363
S0.333
tìm0.316
destination0.272
Suppressed:
B-0.421
заслу-0.297
টুকু-0.211
arada-0.204
background-0.202