The silence in the dimly lit bar was almost deafening. Maria watched as Sophia, across the small table, laughed at something the bartender had said. The sound was bright, cheerful, utterly oblivious to the storm raging inside Maria.

She’d followed Sophia. She’d searched for her for years. Every lead, every dead end, had only intensified her yearning. She’d envisioned this moment a thousand times, each scenario ending in shared tears and a joyous embrace. Maria felt a searing sting behind her eyes, the beginning of tears that she refused to shed.

Her carefully constructed facade began to crumble, the walls of her composure cracking under the strain. She ordered another drink, the amber liquid offering no warmth, no solace, only a bitter taste that mirrored the hollowness within her.

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