"Excuse me," she muttered to the park's groundskeeper. "I seem to be having a bit of a… problem." She gestured toward the metal box she had just dug up. Her hands were covered in dirt. She had no recollection of placing it there.

The groundskeeper shrugged, but left her alone. Amelia pulled the lid off. The inside was filled with an old iPod, the model before smart phones existed, a small, worn notebook, and a single, dried rose. She felt a pressure in her chest, a weight that made it hard to breathe. Where had she been? What was this?

She opened the notebook. The first page contained a single sentence, written in her own cursive. *β€œDon’t forget.”* Amelia felt a wave of nausea. She flipped through the pages. The handwriting was her own, but the words were a jumble of random thoughts and phrases. She dropped the notebook, the sound deafening in the sudden stillness.

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