The apartment felt cavernous, the silence echoing in Finn's ears. He'd found the manuscript tucked inside a drawer, a story about him, written by Leo. His heart felt heavy, a burden he could barely manage. The character in the book was a shadow of himself; weak, indecisive, and always searching for approval. It was a cruel reflection.

He closed his eyes, recalling their laughter, their shared adventures. The printed words offered something starkly different. He felt as if someone had punched him in the stomach. He wrapped his arms around himself, as if warding off a physical blow.

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