The elevator ascended slowly, each floor a ticking clock. Amelia’s fingers fidgeted with her lanyard, tracing the familiar logo. The pit of her stomach felt like it was dissolving. She had always imagined growing old here, slowly accumulating seniority, becoming a fixture.

When she reached her floor, she found a strange stillness in the air. The usual flurry of activity was muted, replaced by a subdued atmosphere. A colleague approached her, her eyes rimmed with red. “Terrible, isn’t it?” she whispered. Amelia just pursed her lips and nodded.

She went to her desk and opened her laptop, the screen reflecting her own drawn expression. She had never been one for change, and the prospect of it now filled her with a profound sense of… emptiness. Everything felt fragile.

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