The constant ringing of the phone amplified the pressure, each call a new demand, a fresh problem. Daniel ran a hand through his hair, the gesture doing little to alleviate the tension building behind his eyes. He felt the familiar constriction in his chest, the feeling of being trapped.

"Daniel, you look completely fried," said Jessica. She was standing in front of his desk, a cup of coffee in her hand.

“Just a little overwhelmed,” he replied, attempting a weak smile. He wanted to scream.

"Funny, I was thinking about Camp Whispering Lake earlier. Did you ever go? That place was wild," Jessica said, her voice full of nostalgia.

Daniel felt a sharp jolt of unease. Whispering Lake. The memory of the lost competition surfaced, a physical ache.

"Yeah, I did," he mumbled, his voice tight. He turned back to his computer screen, hoping she would leave. He couldn’t bear another moment.

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