John’s divorce was finalized, and he felt a hollowness he couldn’t fill. His life felt like a collection of scattered pieces. He felt hollow, adrift. He wandered the city, seeking any distraction to quiet the cacophony in his mind.

He was passing the pawnshop, its interior a shadowy realm of used objects. He spotted the ring, glinting in the gloom. It was his grandmother's. He didn't know how it had gotten there.

He entered the shop, his senses heightened. He approached the counter, his gaze fixed on the ring. He took a deep breath. "How much?" The single word came out raspy, the sound of years.

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