The late afternoon sun cast long shadows across the dusty apartment. Amelia paced the length of her living room, her fingers drumming a frantic rhythm against her thigh. She’d been staring at her phone, itching to send a message to “StarryEyes87” – her online confidante for the past six months. Their conversations about vintage sci-fi and the existential dread of Mondays had become a lifeline.

Suddenly, a notification popped up. StarryEyes87 was online. Amelia practically lunged for her phone, typing a quick “Hey! What’s up?” before she could overthink it. A few seconds later, the reply: “Bored. Thinking of grabbing coffee. Maybe at that new place on Elm Street?”

Amelia’s heart skipped a beat. Elm Street? That was… her street. A sudden, potent impulse flooded her. She grabbed her jacket, not even bothering to check her reflection in the hallway mirror.

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