“No,” Sarah breathed, the word a mere whisper. She felt a profound ache in her chest. She had built a life here, piece by piece. The eviction notice seemed to mock her, a brutal interruption of everything she’d built.

She moved slowly, aimlessly, through the rooms. She touched a smooth, cool stone she had picked up from a beach during a summer vacation. It was a tangible reminder of a happy day.

She picked up a worn leather-bound journal from the coffee table. Its pages were filled with her handwriting, chronicles of hopes and dreams, the record of a journey undertaken within these four walls. She ran her fingers across the embossed title.

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