The afternoon sun streamed through the window, illuminating dust motes dancing in the air, but somehow the light made the space feel dull. Her hands found themselves fidgeting with the frayed edge of the couch cushion. It was a habit, a physical manifestation of the internal energy that was currently bubbling in her chest. She needed a new purpose.

She'd been spending far too much time alone lately, lost in thought. A small companion, a creature to love and care for, would fill the void that had been growing inside her. A dog, maybe. Or a cat. She wanted to feel connected to something.

She ran a hand through her hair, a sigh escaping her lips. "It's just… not enough," she whispered to herself, thinking of her roommate, who wouldn't be on board. The conversation would be difficult, but she already knew what she wanted.

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