nostalgic - Story 93923 | Emotion Vectors in Gemma4-31B

The salt-laced wind whipped around Amelia, the waves crashing against the pier. She closed her eyes, breathing deeply. The scent of the sea, the cries of the gulls - they transported her back, to a different time. A time of sandcastles and laughter, a time when her life had felt boundless.

A gruff voice startled her. "The worst, isn’t it?"

She opened her eyes and saw a woman leaning against the railing, her face etched with a similar, wistful expression. The woman was clutching a worn, nautical chart. Amelia asked, "Is this like, a medical thing?"

The woman nodded, a sad smile playing on her lips. "Apparently."

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