The stale air of the apartment felt suffocating. Liam pushed himself off the couch, the movement slow and deliberate. He hadn't bothered to shave in days. A message notification pinged on his computer. It was from "CosmicEcho," his friend online. They were chatting about the latest art gallery opening – the gallery was a short walk away.

Liam's apartment had become his prison. The idea of leaving was a torturous exercise. He thought of her excitement, the way she was always bubbly and enthusiastic. He didn’t want to meet her. The expectation, the fear of judgment, choked him.

He clicked on the link she had sent him. He looked at the details. The opening was that very evening. He felt a spike of panic, followed by a heavy sense of defeat. He closed the browser window and buried his face in his hands. He was stuck.

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