"Another day, another rejection," Mark muttered, the words catching in his throat. He slammed his fist on the desk, scattering the scattered papers. He picked them up, meticulously smoothing the crumpled edges, a futile exercise. The application for the marketing position had been a long shot, but now that Sarah, his close friend, was in the running too, the likelihood seemed even slimmer.

He found himself tapping his foot against the floor, a nervous rhythm accompanying the pounding in his chest. His apartment felt like a cage, the walls closing in. He needed air, space. He grabbed his car keys and drove, heading towards the coast. He parked the car, and walked along the beach. The vastness of the ocean did nothing to ease the internal agitation, the feeling that he was about to burst.

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