The card lay face up, the cheerful message a neon sign of mockery. "Happy Birthday!" it chirped, the font a playful mockery of her usual stoicism. She picked it up, her fingers leaving smudges on the glossy paper.

The silence in her apartment was deafening, broken only by the frantic hammering of her own pulse. She slammed the card on the counter, the force making the dishes rattle. The weight of all the things she couldn't say, couldn't do, pressed down on her chest, making it hard to breathe.

She stared at her reflection in the microwave door, a stranger with tired eyes. She felt the familiar sting behind her eyes. Another year, another reminder.

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