The eviction notice landed on the worn wooden table with a dull thud, and Maria's world crumbled. She felt as though her insides had turned to ice. She picked it up, then dropped it as if burned. Her breath became shallow and fast.

She went to the window and stared out at the bustling street below, the vibrant life a stark contrast to the despair that had taken root within her. The world spun. Cars whizzed by, people laughed, oblivious to her plight.

The walls of her apartment seemed to grow smaller, the air thicker. She felt a need to break something, to scream, to lash out at the injustice of it all. But her body felt heavy and unmovable.

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