The ocean breeze carried the scent of salt and something else… rot. My sister, Olivia, inherited the family's sailing ship, the 'Sea Serpent', a vessel that had carried our ancestors across the globe. I got a small, isolated island. The deed in my hand felt heavy, soaked through with the dampness of the air. It felt hollow, empty, the opposite of the expansive ocean that had once held my dreams. I gripped it so hard I was certain it would tear. I felt the cold fear grip me, the panic of facing the endless horizon alone.

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