The hum of the espresso machine grated on her nerves. She meticulously cleaned the kitchen, scrubbing the counters, wiping the appliances, the movements almost violent. The proximity of Mark’s planned lakeside BBQ, the same day as her intimate dinner party, was a pressure point she couldn't alleviate.

She took a deep breath, trying to calm the tight knot in her chest. She needed to concentrate, to focus on the tasks at hand, yet her thoughts darted from one thing to another, never settling. She slammed the dish towel onto the counter.

The doorbell rang. It was her neighbor, holding a plate of cookies. She barely acknowledged them. "Thanks," she said quickly, before shutting the door. Her phone buzzed; another notification about Mark's party. She switched it off and walked to the piano, sat down and slammed her hands on the keys. A jumbled mess of notes filled the air. She stood, unable to stay at the instrument, and went outside.

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