The letter was tucked inside a faded, leather-bound book. Daniel found it while organizing his deceased mother's library. It detailed her intent to leave her law firm, her reasons echoing a desire for something β€œmore substantial.” He hadn't known his mother felt this way. He'd always admired her, viewed her life as a success story. A pressure built behind his eyes, a sensation like a persistent, internal hum. He closed the book, the leather cool against his skin. He wanted to scream.

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