He stared out the window at the rain-streaked city lights, the blur of headlights a constant stream of movement. The apartment, once a symbol of his hard-earned independence, felt more like a cage. The discovery that his scholarship was misallocated weighed heavily on him. He had known, from the start, that university was everything.

He thought of the sacrifices he'd made, the jobs he’d juggled, the weekends he’d spent poring over textbooks instead of socializing. He had felt that he had been so close, and now...

He remembered the excitement, the thrill of finally being on the path. He'd tasted freedom, and now it was gone. He ran his hand over the worn wooden tabletop, feeling the ghost of his future. The city hummed on, oblivious to his heartbreak.

Emotion: sentimental

Cluster: Nostalgia / Reflection
PC1 (Valence): 0.89 Positive
PC2 (Disposition): -1.58

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.677
fondly0.567
memories0.503
0.488
reminis0.466
Suppressed:
either-0.515
or-0.488
[]-0.473
--0.408
не-0.396