He stared out the window, watching the rain streak down the glass, mimicking the tears he wouldn't allow himself to shed. The words on the email blurred before his eyes. He felt a need to be away from the confines of his room, his mind racing, searching for a solution, a different path.

He slammed his fist on the windowsill, the sharp impact offering a fleeting moment of relief. He considered calling his friend, then changed his mind. He needed to be alone with this, but the solitude felt heavy, suffocating.

He quickly grabbed his keys and rushed outside into the downpour, feeling strangely invigorated by the cold, cleansing rain.

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