“Fine, whatever,” Ben muttered. He felt a sense of suffocation. The art collective had used his poetry, taking his words and putting them on posters without a word to him. The words he had spilled his soul into, the words that were his, were now on display, twisted by someone else. He took a deep breath.

He stood and walked towards the door, ignoring the protests of his friend. He needed an escape. He needed space. He felt a constant pulse, a humming in his veins. He didn’t want to talk, he just wanted to leave. He took a long walk in silence, trying to outrun the pain.

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