The professor’s voice, cold and clinical, sliced through the air. Plagiarism. The word seemed to echo in Sofia's ears, a constant, unwanted reminder. She sat stiffly in her chair, a knot forming in her stomach. The allegation of cheating felt like a physical blow.

She found herself remembering the small, cozy library in her hometown, a sanctuary where she'd spent countless hours lost in books. She recalled the quiet rustle of pages, the comforting smell of old paper, the feeling of discovery that filled her. The memory was like a lighthouse on a stormy night.

She clenched her fists, her nails digging into her palms. The thought of losing everything she had worked for made her feel like something was tearing deep inside.

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

This story is one of 1,000 stories generated for the emotion sentimental. 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 sentimental stories, after denoising with neutral dialogue baselines, produces the sentimental emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sentimental vector is projected through the unembedding matrix.

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396