The house, with its creaking floorboards and shadowy corners, had always unnerved him. Finding the hidden room, behind the painting in the living room, only amplified the unease. The space was empty, but it hummed with a palpable sense of emptiness.

The air was heavy, thick with a scent he couldn’t place, a smell that cloyed and lingered. He felt a strange pressure in his chest, as if something were trying to escape. He tried to take a deep breath, but his lungs wouldn't comply.

He backed away, bumping into a chair, his heart hammering against his ribs. He couldn't stay here, not another second. He needed to get away, to escape the suffocating presence of the house.

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