The acceptance letter was clutched tightly in Maya's hand, her future now a dazzling, bright promise. A giggle escaped her as she danced around the tiny dorm room, filled with a happiness that bubbled and overflowed. Everything was right.

Then, the door opened. Her roommate, Jessica, strolled in, a peculiar expression on her face. Her journal, which had been in a locked box, now sat open on the bed. Maya froze.

"So, you're going to Yale?" Jessica asked, her voice flat.

The joy in Maya’s chest deflated instantly, replaced by a cold, hollow ache. The letter suddenly felt like a heavy burden. The room, moments before a haven of joy, felt suffocating.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426