The old house was hers now, but the past was a labyrinth. He was clearing out the basement when the shovel struck something. A time capsule, it seemed. But he had no idea of this. He wasn't sure what he would find. He felt overwhelmed.

Inside the metal box were several items. A cassette tape. A single photograph of a woman and a child. A child who looked remarkably like him. He felt a hot flush creep up his neck.

He looked closer at the photo. The woman was his mother. He remembered her. The child… who was that? He stared at the photograph. He felt a need to collapse. He wanted to sit down. He needed to understand.

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