Heaviness pressed down on Daniel. He’d driven across the country, fueled by a single desperate hope, only to be met with a blank stare. "No, I don't recall a 'Sarah'," Ethan had said, with a shrug as he stood in the doorway of his perfectly manicured suburban home.

He'd spent so long searching. A decade. Every lost weekend spent trying to find the girl who had meant the world to him as a child. Daniel's breath caught, a sharp intake of air that felt like a physical blow. He felt the blood draining from his face, leaving him chilled.

He'd imagined this reunion a thousand times. He’d pictured Ethan’s reaction. He'd imagined the joy, the relief. Now, his carefully constructed fantasy lay in ruins. He stood there, frozen, the vibrant green of Ethan's lawn seeming to mock him. The meticulously trimmed hedges appeared to be smirking.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354