The university’s disciplinary board stared at Maria, their faces a blur of judgment. She felt the blood drain from her face. She thought of her dorm room, the cluttered space filled with posters, books, and the scent of lavender. All her friends. The freedom. Now she had nothing.

She focused her gaze on the cracked tile of the floor. It was a physical reminder of the hours spent studying in the library, the late-night conversations with her friends, all the moments she now craved. A sob threatened to escape, but she clenched her jaw, determined to maintain composure. The past few weeks had been a blur of anxiety.

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