The world outside was a cacophony of cheerful chatter and sunshine, a stark contrast to the hollow ache that resonated inside Thomas. He'd wandered into the bookshop seeking escape, anything to quell the relentless tide ofโ€ฆ disquiet. The bright, almost aggressive, neatness of the shop felt at odds with his internal state.

He settled on a copy of *20,000 Leagues Under the Sea*, its pages smelling of dust and forgotten things. He cracked the spine, and a small, rectangular object fell out. It was a photograph, a faded black-and-white image of a smiling couple on a boat.

On the back was written, "Together, always." He held the photograph, the paper thin beneath his fingertips, the corners soft with age. He placed it carefully on the counter, a faint tremor running through him.

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:
๐Ÿ˜ž0.368
ๆ— ๆณ•0.319
๐Ÿ˜”0.300
ใ„ใคใ‚‚0.270
์“ธ0.255
Suppressed:
la-0.432
l-0.419
de-0.398
B-0.294
!-0.259