Jessica's eyes scanned the article, her heart rate quickening. Each line, each embarrassing confession, felt like a personal attack. She felt a sharp, burning sensation behind her eyes. Her fingers fidgeted, picking at the loose threads of her jeans. She felt an urgent need to escape this suffocating feeling.

She stood. The world seemed to wobble. She had to breathe. She threw on her jacket, then bolted from the house. She raced toward the ocean.

The waves crashed against the shore, a relentless, noisy release. She needed to scream.

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