I sat by the river, the water mirroring my inner state – turbulent and gray. The familiar weight of dread settled in my stomach. I’d brought *To the Lighthouse* with me, hoping for some semblance of peace. The world itself was a source of great pain.

As I read, a note fell into my lap. A farewell, a final goodbye. Its words were a punch to the gut. The world seemed to tilt. My breath came in ragged gasps. Every word a stab.

I felt a scream clawing its way up my throat. I crumpled the letter in my hand, feeling the paper tear and buckle under my force. The river rushed on, oblivious to my struggle.

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