Maya found herself staring at the blank canvas she was supposed to be painting. The white space mocked her. Her roommate, Chloe, had vetoed the idea of a kitten, citing a "no pets" clause in their lease. Her lower lip trembled.

Her hands felt cold. She wrapped them around a mug of lukewarm coffee, the ceramic doing little to dispel the chill. Chloe's reason, "too much responsibility," had rung hollow in Maya's ears. She had a feeling of being…deflated.

She wandered aimlessly around the apartment, each bare corner amplifying the silence. Her gaze kept drifting towards the pet store window on their street, where playful puppies tumbled and petted at the glass. She felt a profound absence in her life.

She tried to concentrate on her studies, but her thoughts kept returning to the kitten, its soft fur, the quiet companionship. She felt a deep ache in her chest, a profound sense of loss.

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