The aroma of freshly sawn wood drifted through her open window, a perfume that evoked a sharp pang of envy. She sat on her balcony, her posture slumped, watching the vibrant activity unfold next door. She was stuck, rooted, while the world moved on.

She’d tried to read, but the words blurred on the page. She'd tried to write, but the pen remained still. The construction workers' laughter drifted across the air. She found that she could only manage to gaze.

She wrapped her arms around herself, feeling the cold air. The renovation project offered a promise of new beginnings, a promise she couldn't see for herself. Her outlook was blurred and obscured by the dark fog surrounding her.

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
πŸ˜”0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322