The taste of food turned to ash in Olivia’s mouth. She pushed the plate of pasta away, the motion jerky and unnatural. She had been so proud, so confident. Now, the carefully constructed facade crumbled. The scholarship. It was supposed to be hers.

She couldn’t sleep. Every time she closed her eyes, she saw the faces of her family, their hopes and dreams reflected in her own. Guilt gnawed at her. She felt like an imposter. The knowledge of the error was a constant weight, a silent accusation.

She started avoiding her friends, the vibrant buzz of their conversations too painful to bear. The laughter, once a source of joy, now felt like a cruel reminder. She felt a growing distance from everyone, the silence ringing in her ears.

She found herself wandering the library late at night, the only sounds the rustle of pages and the rhythmic ticking of a clock. She read without absorbing the words, her mind elsewhere, trapped in a spiral of anxieties.

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