He felt like a caged animal, pacing back and forth in the overly decorated entryway. The scent of perfume and aftershave was suffocating. He kept tugging at his tie, which felt as though it was tightening around his throat.

The party was in full swing, but he felt disconnected, adrift. He wanted to escape, to be free from the stifling atmosphere. He thought about leaving, disappearing into the night, but the idea of disappointing his father held him captive.

He went outside to breathe. The cool evening air provided some relief. He looked up at the stars, a distant, beautiful world he longed to explore. The party beckoned, and he felt a renewed sense of dread.

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