The late afternoon sun cast long shadows as Elias approached the park. His breath hitched in his throat, a sudden tightness squeezing his chest. He clutched the faded photograph in his hand, the small sapling a barely noticeable speck beside his younger self. The tree was the reason he'd come, a pilgrimage of sorts after all these years away.

He quickened his pace, his footsteps echoing on the empty path. Each stride seemed to amplify the drumming in his ears. He scanned the familiar landscape, a knot forming in his stomach. The space felt different, wider, somehow…wrong.

His gaze landed where the oak had stood. A jagged, splintered stump remained, the wood raw and exposed. A cold dread seeped into his bones, and he felt a tremor in his hands as the photograph slipped from his grip, fluttering to the ground.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228