She'd come to the park seeking solace, a place to breathe, to be still. It was a Saturday, a day meant for joy, yet Maya found herself inexplicably burdened. She sank onto a bench, watching children laugh on the swings, their carefree sounds a sharp contrast to the turmoil churning inside her. Then, from the small gazebo, music started.

Her song. "Whispers in the Wind." A band was playing it, a local group, the notes twisting and turning, changing the chords. The lead singer, a young man with a cocky grin, butchered the phrasing. Maya felt her chest constrict.

A wave of nausea washed over her. She stood abruptly, a tremor running through her. The beauty of the park, the sunshine, the world itself felt mocking. She couldn't watch, couldn't listen. She fled, the music chasing her, echoing in her ears.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199