The emergency lights cast long, dancing shadows on the walls of the elevator. Steve, usually the jovial type, was silent. His face was pale, his eyes wide. He was not a fan of this.

"Maybe we should try the emergency phone again," he suggested, his voice sounding thin and reedy.

He kept glancing at the ceiling, as if expecting something to fall. His hands fidgeted, picking at nonexistent threads on his suit.

He started humming a random tune to calm himself. The tune became faster and faster, almost frantic. He had to be calm.

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