The silence of the house was deafening. Lisa slammed the door, the sound echoing through the empty rooms. She’d spent the day running errands, anything to distract herself. Now, back home, the stillness was suffocating. She couldn't relax; her mind was a whirlwind of thoughts, each one feeding into a growing agitation. She scrolled through old photos on her phone.

She had always been curious about the history of her house, but now she felt compelled to look into its past. She called a contact at the city archives, who shared details of a high-profile robbery. The culprits had holed up in her house, a place of safety that turned into a prison. The knowledge brought a new awareness to the house and her place in it.

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