The key felt heavy in Leo's hand, cold against his clammy palm. He stared at the Victorian house, its paint peeling like sunburned skin. The porch sagged, the garden was overgrown, and a palpable silence hung in the air, broken only by the mournful creak of the wind chimes. He hadn't seen this place in years. It was his sister, Maya, who had insisted they come, to sort through their grandmother's things. He swallowed, a lump forming in his throat. He just wanted to go home. He didn't want to do this.

He forced himself to insert the key, the lock groaning in protest. The door swung inward, releasing a wave of stale air and the faint, lingering scent of lavender and mothballs. Memories slammed into him, unwanted and overwhelming. He took a hesitant step inside, feeling as if the floorboards were about to give way beneath him.

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
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229