The smell of incense filled Amelia’s nostrils, a fragrant invasion of the familiar sanctuary of her childhood home. Her sister, Emily, was glowing, her eyes bright with a fervor that made Amelia want to turn away. Emily, radiant in a headscarf, gestured towards the prayer rug laid out on the living room floor.

Amelia felt a knot tighten in her stomach. She could taste bile at the back of her throat. The chattering in the background, family members excitedly commenting, was a background noise she couldn't register. Each word a tiny pinprick, each smile a subtle jab.

She retreated to the corner of the room, her arms crossed tightly across her chest. She saw everything, the room, the people, but felt disconnected, lost in a swirling vortex of disorientation. The air felt heavy, suffocating.

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