Rain lashed against the bakery window, mirroring the tempest inside Amelia. She slumped on a stool, chin resting on her hand, the warmth of the oven doing little to thaw her. Another customer had raved about "Sunshine Scones" at the new cafe down the street – the very same recipe she'd painstakingly developed over years, the one her grandmother had passed down.

A bitter taste filled her mouth. She hadn't sold a single scone today. Her own attempts at promoting the treats had failed miserably, her brochures gathering dust on the counter. She’d tried a few different names – “Amelia’s Originals”, “Grandma’s Best” – but nothing had stuck.

She picked up a discarded recipe card, her fingers tracing the familiar flour-dusted letters. The ink blurred as a stray tear escaped. The cafe was a beacon of success, bathed in sunshine, while she felt as though she were in the deepest shadows.

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