He tapped the end of his pen against his teeth, staring at the empty page. Words, once a torrent, now felt like a dry well. Writing, weaving stories, creating characters – it had been his world. Today, the words eluded him, the stories felt flat. An internal pressure mounted. He pushed back from his desk, needing to move. He heard his daughter, Olivia, reading aloud in the living room. She was engrossed in a fantasy novel, her voice filled with drama and inflection. He walked over to her. Maybe he would listen.

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