The silence in the house had become a suffocating blanket. Every creak, every drip from the leaky faucet, was amplified. He stared out the window, watching the rain blur the already indistinct world. A loud, sharp noise ripped through the stillness.

A large section of the willow tree next door had succumbed to the wind, its branches a tangled mess across the lawn. He watched as the wind whipped its remaining leaves, a frantic dance. A sigh escaped him, a sound filled with weariness, and he turned away, the world's problems suddenly too big to face. He returned to the silence.

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