A tremor ran through Amelia as she sat on the porch swing, the rhythmic creak a mockery of the turmoil inside. The sun beat down, but she shivered, pulling her cardigan tighter. Her father's old bucket list lay open on her lap. It was a dog-eared piece of paper, scribbled with a faded blue pen. “Learn to play the guitar” stared back at her.

Amelia’s fingers twitched. She’d always wanted to learn, but life had always been… other things. Duties, obligations. Now, a low hum of impatience thrummed in her chest. She rose, leaving the list on the swing, and walked to the dusty, unused guitar leaning in the corner of the living room. Her heart was in her throat.

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