The air in the coffee shop buzzed with chatter, but Amelia felt strangely detached. She was reading her own writing, when she saw it: A comment from Ms. Johnson, her debate teacher, on her latest blog post. It was a positive one. Her words had a rare grace.

A wave of warmth washed over her, a feeling of being understood. She thought about the hours Ms. Johnson had spent mentoring her, the way she had pushed her to refine her arguments, to find her voice. It was a very good teacher.

She found herself staring at the open pages of her notebook, her fingers itching to write. She wanted to create something beautiful, something powerful, something that echoed the kind encouragement she’d just received.

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