The text message – “Emergency. Won’t be happening.” – landed with a thud in his chest. He stood frozen in the doorway, the half-filled balloons bobbing mockingly in the stale air of his apartment.

He kicked a stray party hat across the floor, the paper landing crumpled in the corner. He ran a hand through his hair, the gesture conveying a profound weariness.

The music he had queued up on his phone now seemed irritating, the upbeat tempo jarring against the leaden feeling in his gut. The silence that followed was oppressive.

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