The constant ringing in his ears, both literal and metaphorical, was driving him mad. The world seemed to be closing in. He needed to find some kind of peace. He’d gone to the bookstore, hoping the quiet would offer some relief from the chaos.

He selected a worn copy of "The Odyssey". As he turned the pages, a photograph slid out. It was a black and white image of a smiling couple, their arms intertwined. A date was scribbled on the back, and it was decades ago.

He stared at the photograph, his mouth a thin line. A hot flush crept up his neck. He felt a sudden, fierce pang of something that felt like envy. The book felt suddenly heavy and he dropped it, almost as though it was an accusation.

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