He paced the cramped apartment, his shadow stretching and contorting in the dim light. The divorce proceedings were dragging on, draining him emotionally and financially. He felt wound up, unable to find a moment of peace. He’d come to the yard sale hoping to stumble upon something, anything, to distract him from the ache in his gut.

He almost walked past it, but then, he saw it. A threadbare bear with a missing ear, sitting forlornly on a table laden with broken toys. It was Barnaby. The bear he had given his daughter years ago.

He reached out, his fingers tracing the outline of the missing ear. The sensation of the familiar plush toy was soothing. It reminded him of simpler days, of laughter and shared stories. The knot in his stomach loosened, if only slightly. He paid the woman, carefully cradling the bear as he walked back to his car.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169