The weight of the impending hearing settled heavy in Amelia's chest. She stared at the screen, the incriminating essay mocking her with its borrowed words. Her gaze drifted, lost in thought. It reminded her of the vibrant art studio, filled with the aroma of turpentine and clay. The laughter, the vibrant colors, the shared passion for creativity – that was all gone.

She closed her eyes, trying to recapture the feeling of holding a paintbrush, the satisfaction of creating something original. Her fingers ached, almost as if remembering the feel of the tools and the act of creating. Then, she felt the familiar knot in her stomach, brought on by the fear of being expelled.

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:
H0.677
L0.647
시절0.611
nostalgic0.609
fondly0.609
Suppressed:
--0.564
either-0.525
or-0.497
-0.487
l-0.449