He sat on the steps of the grand university hall, watching students stream in and out, their faces alight with purpose. The news, the revelation that the scholarship had been given to the wrong person, had knocked him sideways. He was lost.

He remembered the early days of his freshman year, the optimism, the sense of belonging. The feeling had dissipated, replaced by a hollow echo. He thought of his parents and their sacrifices.

He ran a hand through his hair, a gesture of frustration. He stared at his own hands, the hands that would have learned so much. He closed his eyes. The grand hall, a symbol of everything he'd lost, seemed to mock him. The campus, once a dream, was now a tomb.

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