He found himself sitting on the porch swing, the rhythmic creaking a hollow counterpoint to the turmoil within. His mother was inside, immersed in a sea of his childhood ephemera. He stared at the setting sun, the fiery colors failing to ignite any spark within him.

A small, folded origami crane, carefully crafted from a sheet of lined paper, lay in his lap. He remembered making it, painstakingly folding and refolding the paper. The memory, however, brought no joy. He tossed it aside, the gesture mirroring the emptiness he felt. He wanted to be anywhere but there. The world seemed dull, gray, and devoid of meaning.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216