The attic was stifling, the air thick with the smell of mothballs and forgotten things. Sam had climbed up here, hoping to find some answers in his family history, but the faded photographs and dusty keepsakes only intensified his agitation. He had a half-sister. The news had sent him spiraling.

He flipped through a photo album, the images blurring before his eyes. He couldn't concentrate, his mind racing, jumping from thought to thought. He felt his pulse quicken. He needed to be *out* of here, away from the suffocating weight of the past.

He slammed the album shut, the sound echoing in the confined space. He stumbled back, knocking over a stack of old boxes. The dust swirled around him, choking him. He had to go, he couldn’t stay.

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