He walked aimlessly, the city lights blurring through his tear-filled eyes. He’d seen her. He’d approached her, his heart pounding in his chest. Now, he just wandered, the buildings and streets offering no familiarity, no comfort. He felt as though the world had tilted on its axis, leaving him adrift.

His legs felt heavy, his feet dragging against the pavement. He’d built his life around the memory of her. He had let that memory define him, shape him. Now, that memory, that connection, had vanished, leaving him with nothing.

He stopped, leaning against a cold brick wall, the rough texture scraping against his skin. He closed his eyes, the image of her face, blank and unrecognizing, burned into his memory. He felt a profound sense of loss, a vast emptiness that threatened to swallow him whole.

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