The ringing in Daniel's ears wouldn’t stop. The phone call, the news, the absolute mess of it all— it was too much. He paced the living room, his hands clasped tightly behind his back, his breath coming in shallow gasps.

He crumpled into the armchair, his gaze falling upon a pile of his nephew, Leo’s, artwork. A shiver ran down his spine. There, in every single picture, was a gaunt figure with perpetually outstretched arms. It was Horatio, his imaginary friend, the one he swore had kept him safe from the dark.

Daniel choked back a sob. He remembered the comfort Horatio had provided, the way he'd always known how to make him feel better. Now, to see him in Leo’s drawings— it was too much.

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