The vibrant colors of the tulips were jarring in the otherwise muted hallway. He picked them up, the velvety petals brushing against his fingers, their fragrance making him feel lightheaded. No card. No sender. He had a feeling it was supposed to be a nice gesture, but all it did was make the emptiness sting.

He wandered into the living room, the space that once felt alive and filled now felt cold. He dropped the flowers onto the coffee table, their stems clattering against the glass. He felt like his limbs were made of lead, like he was sinking. He stared out the window, watching the rain smudge the glass.

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