Rain lashed against the windows, mimicking the staccato drumming in Clara's chest. She slumped onto the park bench, the cold seeping through her jeans. Her phone felt heavy in her hand, the message from Liam, the party organizer, a digital weight. "Sorry, something came up. Party's off." She'd been picturing tonight for weeks, the faces, the laughter, the feeling ofโ€ฆ celebration. Now, the image just dissolved into a grey blur, mirroring the sky. A gust of wind whipped her hair across her face, stinging her eyes. She remained seated, watching the few remaining leaves on the trees shake loose and drift to the ground.

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
๐Ÿ˜ž0.317
๐Ÿ’”0.252
๐Ÿ˜”0.249
๐Ÿ˜ข0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199