He’d avoided the park for months. The memories were too raw, too painful. But today, against his better judgement, he found himself wandering through the familiar paths, the sunshine mocking his inner turmoil. A tightness in his shoulders was a constant companion these days.

He rounded a corner and saw it: a small, haphazard yard sale set up near the gazebo. As he browsed the meager collection of belongings, a flash of brown fur caught his eye. There, nestled amongst some chipped teacups and a rusty watering can, was his childhood bear, Captain Fluffernutter. He hadn't thought about it in ages.

He stopped breathing for a moment. His vision swam. He remembered the comfort the bear had given him after his father had left. A dull ache started behind his eyes. He slowly approached the table, his steps heavy, his feet dragging on the pavement.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. 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 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229