He stared at the roses, deep crimson, their velvety petals perfect. The sudden floral delivery, arriving at his doorstep, made his chest tighten. No name. No indication. Just a riot of colour in a stark, minimalist apartment. He hadn’t felt this... constricted in months.

He knew he should be grateful; someone, somewhere, thought of him. But the gesture only amplified the silence echoing through the rooms. He picked up the vase and walked to the balcony, the city lights blurring in the distance.

His jaw clenched. He felt the familiar pressure behind his eyes, the tightening of his throat. He longed to scream but didn't know why. The city hummed with activity, and his apartment seemed a vacuum. Setting the flowers down, he rubbed his temples, a headache blossoming behind his eyes.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. 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 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264