"No," she whispered, the word barely audible as she reread the official announcement. The words seemed to blur on the screen, a meaningless jumble of letters. Her chest tightened, and her breath hitched. Her coffee grew cold in her hands as the weight of the information settled upon her.

The place, with its musty libraries and creaking hallways, with the comforting rhythm of lectures and the late-night study sessions, was suddenly and irrevocably disappearing. This realization caused a dull ache in the center of her being, a sorrow that felt deeply personal.

She suddenly found herself missing all of her friends. She wanted to hug them and talk about the coming changes.

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