Mr. Abernathy ran a hand through his thinning hair, the action a familiar nervous habit. Papers overflowed his desk, a testament to the mountain of grading that loomed before him. He sighed, the sound heavy with fatigue, and stared at the clock. Another hour before he could even *think* about leaving the school. His jaw clenched as he considered the upcoming parent-teacher conferences.

A package sat on his desk, a small, unassuming box. He hadn't noticed it before. He picked it up, feeling a tremor in his fingers. No return address. Curiosity piqued, he carefully opened it. Inside, nestled on tissue paper, was a hand-carved wooden bird.

A note fluttered out. "Thank you, Mr. Abernathy, for believing in me." The signature was illegible, but the sentiment was clear. A wave of something unexpected washed over him, a warmth he hadn't anticipated. He picked up the bird, turning it over in his hands. He felt a small smile tug at his lips.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169