"Just throw it away, Mom," her son had said. But the letter from her estranged daughter, delivered by a mutual friend, remained unopened on the counter. The vibrant colors of the fruit bowl seemed to taunt her. She’d spent the last twenty years trying to fill the emptiness her daughter’s silence had created.

She went through the motions of making dinner, the clatter of pots and pans a jarring counterpoint to the quiet devastation that had settled over her heart. The house felt too big, the silence too profound. She found herself staring at the empty chair at the dining table.

She picked up the envelope again, tracing the familiar curve of her daughter's handwriting. She wanted to know, but she was so terribly afraid. She returned it to the counter, unable to bring herself to open it.

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