The room felt enormous. The balloons, the streamers, everything felt overwhelming to her. She wanted to bolt. She stood awkwardly near the stage, clutching the crumpled paper with her speech. It was written perfectly, she had proofread it multiple times, but somehow, it didn't feel right.

She recalled memories, a kaleidoscope of childhood moments flashing through her mind. Riding on her father's shoulders, learning to ride a bike with his patient guidance. These memories were so sharp, so clear, as if they had happened just yesterday. A warmth radiated from her core.

She looked at the faces in the crowd, all there to celebrate her father. She thought about his accomplishments, his dedication, the man he was. A lump formed in her throat. She pushed down the feeling, took a deep breath, and started reading, the words coming out in a rush.

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