The vibrant, pulsing lights of the city seemed to mock her. Her brother, Arthur, inherited the family's technology company, a sprawling empire of innovation. She received the old family home, a crumbling Victorian mansion on the outskirts of town. "A burden," Arthur had called it, his voice laced with pity. She felt sick. Walking through the abandoned rooms, each creaking floorboard echoed her isolation. She felt the chill of the forgotten, the ghost of what could have been. The air was thick with the scent of decay.

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