He felt a tightness in his throat, a growing ache behind his eyes. The job interview had gone terribly, and he was convinced he had blown his chance. His shoulders slumped, and he felt a knot forming in his stomach. He needed to get away, to find a moment of peace. The yard sale seemed like an easy escape.

His gaze fell upon a familiar shape nestled among a pile of stuffed animals. It was his old teddy bear, Humphrey. The bear was missing an eye, and the fur was discolored.

He felt a strange mix of emotions as he reached for the bear. The familiarity was comforting, a link to the past. He picked him up and paid the seller, feeling his anxieties gently dissipate.

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