The afternoon sun beat down, warming the patio furniture. The sounds of birds chirping were starting to grate on Mark's nerves. He needed something, anything, to occupy his mind. He pushed his chair back from the table and stood up, then paced across the patio.

He was waiting for Chris, who had invited him over for a barbecue. Chris worked as a "marketing specialist," which was apparently a job that demanded endless meetings and constant travel. Mark thought of the stories he had heard, which were often overly detailed and often changing.

The invitation to the barbecue felt like a chance. He would keep his eyes open, watch for inconsistencies.

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