The scent of roses, heavy and sweet, drifted through the open window, a constant reminder of the gift sitting on the kitchen table. She had spent the whole day trying to figure out who had sent them, but her mind was blank. *Who could it be?* The question echoed in her mind.

She paced the length of the small apartment, her nerves frayed. Every sound, every shadow, seemed to amplify her unease. The silence within her head was filled with a relentless buzzing, a constant barrage of what-ifs.

The flowers, meant to bring joy, had only brought a feeling of profound loneliness. She felt disconnected from everything, as though the world had suddenly shifted beneath her feet. She began to question everything.

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