The seaside cottage, once a haven of tranquility, now felt like a prison. Liam, renovating the property, found a small, iron box buried beneath the floorboards of the bedroom. He had no memory of ever seeing it before. The discovery sent a chill through him, despite the warmth of the coastal sun.

Inside, he found a collection of photographs. In one, he saw a young man standing on the beach, the same beach he saw from the window. In another, he saw the young man, older, with a haunted look in his eyes. He flipped to the next photo and saw the same man, alone.

He stared at the images, his breath catching in his throat. He felt a crushing weight on his chest, a sense of impending doom. The waves crashed against the shore, a relentless, deafening rhythm that seemed to mirror the frantic pounding of his heart. The sea, once a source of joy, now felt like a vast, uncaring void.

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