The silence of the empty apartment amplified Leo's despondency. He'd envisioned a future filled with art school and creative pursuits, a future that the scholarship would have helped bring to fruition. Now, that vision seemed to have faded, replaced by a bleak landscape of uncertainty.

He threw the crumpled rejection letter into the trash. Each tear felt like a tiny loss. He felt a deep hollowness, a sense of having failed. He longed to pick up his paintbrushes, but even the thought of it seemed to demand too much effort.

He paced the confines of his room, unable to settle, feeling like he was trapped in a cage of his own making.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322