The rhythmic clinking of the ice in her scotch glass did nothing to soothe Amelia's frayed nerves. She'd been irritable all day, a coiled spring ready to snap. She felt a burning need for something to occupy her hands, to distract her from the internal turmoil that gnawed at her. Even the usually comforting scent of the lavender candles on the mantelpiece felt cloying.

She found herself in her boyfriend, Ben's, study. He was away on a business trip, and the house felt vast and echoey without him. She shouldn’t have come in here. She shouldn't have been in here. She glanced around the room, picking up a photograph of the two of them on a hike, and then she put it back down.

She sat at his desk, the silence amplifying the thrumming in her ears. A laptop sat open on the desk. She could just close it, pretend she never saw it. But the cursor was blinking at her, waiting. She saw the file name “The Woman in the Window.” She swallowed, a lump forming in her throat.

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