The afternoon sun cast long shadows across the living room as Eleanor, perched on the edge of the sofa, examined the photos she had found. Her mother, Beatrice, had always presented herself as a woman who had struggled her entire life to make ends meet, never allowing herself joy. The stories were of poverty and scarcity, the constant battle for survival.

The album depicted a different reality. There were pictures of Beatrice dressed in elegant clothes, laughing at a party with a group of friends. There was a photo of her at a horse race, looking radiant. A lump formed in Eleanor's throat. She blinked, trying to clear her vision. The stories of struggle were there, of course, but so was a vibrant inner life, a secret world of gaiety her mother had hidden away.

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