The email sat in his inbox, a digital dagger. “Regret to inform you…” The words felt like a physical blow. He slammed his laptop shut, the metallic clang echoing in the otherwise quiet office.

He pushed his chair back, the sudden movement causing a sharp pain in his shoulder, which he ignored. The celebratory decorations he'd half-heartedly put up now seemed ridiculous, a pathetic attempt at cheerfulness.

He stared at the blank wall, the stark white a painful emptiness. The celebratory mood he’d been nursing all morning vaporized, leaving a void.

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