It felt as though a vital part of her had been amputated. The vibrant colors of the world seemed to have dulled, everything in shades of grey. She sat in her armchair, staring at the wall, not really seeing anything. The rejection letter was propped up on the mantelpiece, a constant reminder of her failure.

The silence of the house was oppressive, broken only by the rhythmic ticking of the grandfather clock in the hallway. Time seemed to drag, each second a painful exercise in self-pity.

Her fingers traced the spine of the book she’d been writing. The stories inside felt dead to her now, cold, and worthless. She closed her eyes, wishing she could simply disappear.

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