She slumped onto the park bench, the notification on her phone mocking her with its bluntness. “Cancelled.” The word swam before her eyes, blurring with the tears she refused to let fall. She clutched the crumpled invitation in her hand, the expensive paper now feeling like an insult.

The vibrant colours of the autumn leaves seemed dull, the usual beauty of the park obscured. A chill wind whipped around her, nipping at her exposed skin, making her shiver.

She traced circles on the wooden bench, her fingers tracing the worn grain. The laughter and chatter of children playing nearby grated on her nerves, each joyful sound a painful reminder of what wouldn’t be.

Emotion: gloomy

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): -1.37

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.368
无法0.319
😔0.300
いつも0.270
0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259