nostalgic - Story 93148 | Emotion Vectors in Gemma4-31B

The bustling newsroom felt too loud. The constant ringing phones and shouting voices usually made her feel like she was home. But today, the noise grated on her. She walked past the empty desk of her mentor, Ms. Chen. The absence of the gentle click-clack of her keyboard, the knowing smile, was like a void. The news desk used to feel like a vibrant hive, buzzing with life and information. Now, it just felt empty, filled only with the ghosts of yesterday.

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