The world had become a monochrome landscape, devoid of colour or joy. Everything felt arduous. Her enthusiasm had been squashed. She walked as though through a swamp, her feet heavy.

A yard sale promised a distraction. She wandered, her eyes scanning the items without interest, until she saw it. There, amidst the clutter, was a familiar face, a well-loved friend from her past. Her teddy bear. The one she named Buttons.

She froze. The bear was tattered, his fur thin in places, but those button eyes still held the same innocent gaze. She reached out, her fingers trembling, and picked him up. The vendor's voice faded as she paid, the transaction feeling like a whispered secret. Holding Buttons tight, she felt a small, unexpected thaw in the icy expanse of her heart.

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