The afternoon sun cast long shadows across the living room as Maya stared at the contents of the box. She hadn’t slept well since finding it. Her heart hammered against her ribs.

She was surprised by a flood of emotions. She pulled a faded drawing of a rainbow and unicorns. She remembered how much she loved it. She wanted to throw it away.

She felt like she was fifteen again, awkward and unsure of herself. The memories, once buried, were rising to the surface, bringing with them a strange feeling. She wanted to scream.

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