The email arrived, subject line: "Important Announcement Regarding Your Building." Sarah stared at it, her fingers hovering over the mouse. She knew what it was about before she even clicked. Her stomach churned. The walls of her apartment seemed to be shrinking, the familiar furniture mocking her.

Her initial response was to organize her life. She attacked her inbox, clearing out months of accumulated messages. She started a new spreadsheet to organize her bills. She made a list of tasks that had been sitting untouched for months. She began tackling each task with fierce intensity.

Later that evening, exhausted but strangely unsatisfied, she sat on her couch. She grabbed the remote, and flicked through the channels, with no focus, finding nothing to hold her interest. She then turned off the TV, got up, and began to pace.

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