The world felt muted. Amelia's apartment, usually a haven, felt cramped and suffocating. She sat on the couch, the remote resting limply in her hand, the television blaring mindless daytime programming. A message notification popped up on her phone. It was Finn, "WanderingStar," her online confidant for the past year.

His message: "Heard that new exhibit at the museum is fantastic! Thinking of going this weekend." Amelia knew the museum; she walked past it every day. Her heart felt like it had been leaded. A simple outing was an insurmountable task. The thought of encountering him, of the awkwardness of the revelation, paralyzed her.

She stared at the message, the words blurring. The idea of interacting with anyone outside of her tiny world was exhausting. She wanted to scream, to lash out at someone, but just kept staring at the screen. She texted back a curt “maybe” and tossed her phone onto the cushion beside her.

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