nostalgic - Story 93137 | Emotion Vectors in Gemma4-31B

The sterile waiting room offered little comfort. Clara focused on her breathing, trying to remain calm. Images from her past flashed through her mind. The smell of her mother's baking in the kitchen. The taste of victory after a successful debate. She felt a deep ache within her, a longing for something she couldn't quite grasp.

She squeezed her eyes shut, trying to hold onto the images, the feelings, the moments. She needed something to cling to in the face of what was about to come. The world outside felt so distant. She wanted to go back.

Emotion: nostalgic

Cluster: Nostalgia / Reflection

PC1 (Valence): 1.00 Positive

PC2 (Disposition): -1.93

Role in Research

This story is one of 1,000 stories generated for the emotion nostalgic. 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 nostalgic stories, after denoising with neutral dialogue baselines, produces the nostalgic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nostalgic vector is projected through the unembedding matrix.

Promoted:

`H`	0.677
`L`	0.647
`시절`	0.611
`nostalgic`	0.609
`fondly`	0.609

Suppressed:

`-`	-0.564
`either`	-0.525
`or`	-0.497
`싶`	-0.487
`l`	-0.449