From the moment she arrived, Emily felt a current of electricity running through her. The usual morning routine – coffee, emails, checking the news – felt like a prison sentence. Her fingers tapped on the table as she tried to focus on the report in front of her. She couldn’t.

Then the email arrived. The subject line was ominous, “Regarding the future.” Her heart rate spiked. She scanned the document, the words “acquisition,” and “restructuring” jumped out at her. A profound sense of… something, she couldn't name it. A deep unease.

She needed to move. She needed air. She walked into the hallway and stood in front of the window, taking deep breaths, watching the city below.

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