From the high window of his dorm room, Alex watched the city lights twinkle. He had just finished reading a book on astrophysics, his favorite subject. The scholarship allowed him to buy all the books he desired and focus on studies, without the constant stress of juggling work and classes. The comfort of the warm room, the scent of books, and the city lights comforted him as he closed the book.

He looked at his phone, a new email notification. His scholarship had been revoked. A misallocation of funds. He felt a sudden coldness, as if the warmth from the window had been stolen away.

The room seemed to shrink, the walls closing in. He felt disoriented, his breath catching in his throat. The book, previously a source of knowledge and escape, now lay useless on his desk, the words blurred and meaningless. The glittering lights outside, once a symbol of possibility, were now a distant, mocking display.

Emotion: serene

Cluster: Calm / Serenity
PC1 (Valence): 2.59 Positive
PC2 (Disposition): -2.73

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
disfrut0.469
enjoyed0.430
enjoy0.419
serene0.411
楽し0.410
Suppressed:
S-0.611
L-0.502
de-0.478
H-0.455
worse-0.424