The silence of his apartment felt like a heavy blanket, stifling and suffocating. Liam had spent the day avoiding his colleagues, the sting of the salary disparity still raw. He couldn't bring himself to answer their calls or return their emails.

He stared at the TV screen, the images flickering before his eyes, but he couldn't concentrate. The world seemed to be moving at a frantic pace, and he felt left behind. He got a sudden headache.

He picked up the phone to call his wife, but thought better of it. He did not want to burden her with his troubles, not tonight. He just wanted to be still.

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