The list was on a worn piece of parchment, kept in a sealed bottle on the highest shelf of the pantry. Mark’s father was a pirate, or, at least, fancied himself as such. The list was a strange concoction of the mundane and the impossible: "Find buried treasure," "Sail around the world," "Taste authentic paella." Each item felt like a rebuke.

He poured himself a stiff drink, his hand trembling slightly. The amber liquid did little to soothe the growing unease within him. The house felt too quiet, the silence a constant reminder of his loss and the weight of his father’s expectations.

He found himself pacing the living room, his boots clicking against the wooden floorboards. He felt a deep-seated frustration. He was his father’s son, but he had never even held a sword, let alone sailed the seas. Every object in the room - the ship in a bottle, the maps on the wall – seemed to mock his lack of adventure.

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